Framework

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Intro - task-oriented dialogue system

SLU

SLU:把自然语言转换成机器可以处理的领域(domain)/意图(intention) 和槽植对(slot-value pairs),他的输入是代表用户输入Utterance的Xn,输出是Un。

Xn就是用户说的话,一般是几个到几十个词。

Un=(In, Zn), In是intention,Zn是槽植对。

In=f(Xn) , 就是意图分类,一般分类方法都行,也可采用DBN、DCN等方法。

Zn=f(Xn),Zn = { 1, 2, 3…},是序列标准问题,传统的CRF、HMM都行,RNN、LSTM、GRU等也可以。

另外为了解决领域数据不足的问题,SLU还有很多迁移学习(Transfer Learning)方面的工作。比如实例迁移、模型适配、参数迁移、领域关系迁移等。

DST

DST:作用是根据领域(domain)/意图(intention) 、曹植对(slot-value pairs)、之前的状态以及之前系统的Action等来追踪当前状态。它的输入是Un(当前的意图和槽值对)、An-1 (上轮system的action)和Sn-1(上一轮的状态),输出是Sn(当前的状态)。

S = {Gn,Un,Hn},Gn是用户目标、Un同上、Hn是聊天的历史,Hn= {U0, A0, U1, A1, … , U −1, A −1},S =f(S −1,A −1,U )。

DST涉及到两方面内容:状态表示、状态追踪.

另外为了解决领域数据不足的问题,DST还有很多迁移学习(Transfer Learning)方面的工作。比如基于特征的迁移学习、基于模型的迁移学习等。

DP

DPL( 也叫DPO)基于当前状态(state)决定系统需要采取action。它的输入是Sn,输出是An。

S = {Gn,Un,Hn},An是系统的Action,A ={Dn, {Ai, Vi}},Dn是对话类型,Ai、Vi是第i轮对话的attribute和其value。DST一般会建模成强化学习或深度强化学习(从不同维度区分的话有非常多的变种,后面一一介绍)。

另外为了解决领域数据不足的问题,DPL还有很多迁移学习(Transfer Learning)方面的工作。比如线性模型迁移学习、高斯过程迁移学习、BCM迁移学习等。

NLG

NLG:把系统的Action转换成用Yn表示的自然语言形式的系统response。它的输入是An,输出是Yn。NLG方法非常多,比如基于规则的、基于模板的、基于短语的、基于token的、基于句法树的( 变种也不少,不过大同小异,大多是trick层面的)、基于corpus的、基于神经网络的(变种很多,如RNN、RNN+CNN、RNN+LM、LSTM+SC等)、基于神经网络+句法树的等等,后续会一一介绍。

其中A ={Dn, {Ai, Vi}},Yn = {y1,y2,y3…},yi是第i轮的系统回复(response)。

另外为了解决领域数据不足的问题,NLG还有很多迁移学习(Transfer Learning)方面的工作。比如线在 原始领域预训练然后在目标领域(Target domain)做fine-tuning、基于实例的迁移学习、基于参数的迁移学习等。

Example

为了在抽象的建模的基础上加深理解,看个小例子:

1:I would like a cup of coffee.

1:What coffee would you like?

2:What coffee do you serve?

2:We serve Espresso, Americano, Latte, Mocha, etc.

3:I would like a cup of Latte.

3:Hot Latte or Iced Latte?

4:Hot Latte.

4:What cup size do you want?

5: Tall.

SLU:

  • 输入: =“I would like a cup of Latte.”,
  • 输出:U ={L3, 3},其中L3: Intention=Order、 3: {CoffeeType=Latte}

DST:

  • 输入:

    • S2 ={G2, U2, H2}, 其中 :
      • G2= {CoffeeType=?, Size=?, Temp=?}
      • U2={Intention=Ask, {CoffeeType=?}}
      • H2 ={U1, A1}
    • A2={Action=Inform, {CoffeeType=Espresso, Americano, Latte, Mocha}}
    • U3 ={Intention=Order, {CoffeeType=Latte}}
  • 输出:

    • S3 ={G3, U3, H3}, 其中 :
      • G3= {CoffeeType=Latte, Size=?, Temp=?}
      • U3={Intention=Order, {CoffeeType=Latte}}
      • H3 ={U1, A1, U2, A2}

DPL:

  • 输入是S3
  • 输出A3= {Action=Ask, {CoffeeType=Latte, Temp=?}}

NLG:

  • 输入A3
  • 输出Y3= “Hot Latte or Iced Latte?”

Framework

initialize all compoents - NLU BST BP NLG INPUT OUTPUT

put into DialogSystem

run_dialog()

kwargs = _start_dialog()
while True:
    if self.num_turns == max_length:
        break
    
    kwargs, stop = self._forward_turn(kwargs)
    if stop:
        break

_end_dialog(kwargs)

_start_dialog()

kwargs = kwargs or {}
        for module in self.modules:
            kwargs = {**kwargs, **module.start_dialog(**kwargs)}
        return kwargs

_forward_turn()

for module in self.modules:
    kwargs = {**kwargs, **module.forward(self, **kwargs)}

stop = False
if 'user_acts' in kwargs and kwargs['user_acts'] is not None:
    for action in kwargs['user_acts']:
        if action.type is UserActionType.Bye:
            stop = True
    if 'sys_act' in kwargs and kwargs['sys_act'].type == SysActionType.Bye:
        stop = True

_end_dialog()

    
for module in self.modules:
    module.end_dialog(None)

kwargs output change in diff stage

Lecturer:

In _start_dialog <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {}
In _start_dialog <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {}
In _start_dialog <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}}
In _start_dialog <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}}
In _start_dialog <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}}
In _start_dialog <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}}
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>}
logger: # DIALOG 0 STARTED #
logger: # TURN 0 #
logger: User Actions: []
logger: System Action: bad()
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': []}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': []}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            )}
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> logger: # TURN 1 #
I am looking for a professor
logger: User Utterance: I am looking for a professor
logger: User Actions: [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)]
logger: System Action: inform_byname(name="['stephen king']")
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 0.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 0.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 30, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: # TURN 2 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
System: There is a lecturer named Stephen King. What do you want to know about him?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'I am looking for a professor', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
>>> everything
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I am looking for a professor", UserActionType.Inform, name, stephen king, 1.0), UserAct("I am looking for a professor", UserActionType.Inform, position, professor, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: everything
logger: User Actions: [UserAct("everything", UserActionType.Bad, None, None, 1.0)]
logger: System Action: bad()
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
logger: # TURN 3 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'everything', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> tell me all about him
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("everything", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
logger: User Utterance: tell me all about him
logger: User Actions: [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)]
logger: System Action: bad()
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: # TURN 4 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'tell me all about him', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> what is his name
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("tell me all about him", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: User Utterance: what is his name
logger: User Actions: [UserAct("what is his name", UserActionType.Request, name, None, 1.0)]
logger: System Action: inform_byname(name="['stephen king']")
logger: # TURN 5 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
System: There is a lecturer named Stephen King. What do you want to know about him?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his name', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
>>> what did he teach
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his name", UserActionType.Request, name, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['stephen king']"), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'There is a lecturer named Stephen King. What do you want to know about him?'}
logger: User Utterance: what did he teach
logger: User Actions: [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)]
logger: System Action: bad()
logger: # TURN 6 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what did he teach', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> what is his phone
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what did he teach", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
logger: User Utterance: what is his phone
logger: User Actions: [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)]
logger: System Action: inform_byname(phone="['0711/123456']",name="['stephen king']")
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 1.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: # TURN 7 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
System: Stephen King's phone number is 0711/123456.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his phone', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
>>> i want to know all about he
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his phone", UserActionType.Request, phone, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: i want to know all about he
logger: User Actions: [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)]
logger: System Action: bad()
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , phone="['0711/123456']",name="['stephen king']"), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': "Stephen King's phone number is 0711/123456."}
logger: # TURN 8 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'i want to know all about he', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> what is his position
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("i want to know all about he", UserActionType.Bad, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
logger: User Utterance: what is his position
logger: User Actions: [UserAct("what is his position", UserActionType.Request, position, None, 1.0)]
logger: System Action: inform_byname(position="['phd']",name="['stephen king']")
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 1.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 1.0, 'room': 0.0, 'position': 0.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: # TURN 9 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
System: Stephen King is a PhD student at the IMS.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'what is his position', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
>>> thanks
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("what is his position", UserActionType.Request, position, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: thanks
logger: User Actions: [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)]
logger: System Action: reqmore()
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , position="['phd']",name="['stephen king']"), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Stephen King is a PhD student at the IMS.'}
logger: # TURN 10 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
System: Can I help you with anything else?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
>>> bye
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
            ), 'sys_utterance': 'Can I help you with anything else?'}
logger: User Utterance: bye
logger: User Actions: [UserAct("bye", UserActionType.Bye, None, None, 1.0)]
logger: System Action: closingmsg()
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
            ), 'sys_utterance': 'Thank you, goodbye.'}
System: Thank you, goodbye.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
            ), 'sys_utterance': 'Thank you, goodbye.'}
In _end_dialog <modules.surfaces.console.ConsoleInput object at 0x16453c5d0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
            ), 'sys_utterance': 'Thank you, goodbye.'}
In _end_dialog <modules.nlu.nlu.HandcraftedNLU object at 0x155a86b10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
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In _end_dialog <modules.bst.bst.HandcraftedBST object at 0x13bb40b90> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
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In _end_dialog <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x16453c190> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
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In _end_dialog <modules.nlg.nlg.HandcraftedNLG object at 0x16453c390> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
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In _end_dialog <modules.surfaces.console.ConsoleOutput object at 0x16453c350> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'department': 0.0, 'office_hours': 0.0, 'mail': 0.0, 'phone': 0.0, 'room': 0.0, 'position': 1.0}, 'department': {'external': 0.0, 'foundations': 0.0, 'phonetics': 0.0, 'theory': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'angeles mastretta': 0.0, 'anne frank': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'apl. prof. dr. sarah williams': 0.0, 'apl. prof. dr. virginia woolf': 0.0, 'beatrix potter': 0.0, 'dr. emily dickinson': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'dr. william shakespeare': 0.0, 'edgar allan poe': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'james joyce': 0.0, 'jane austen': 0.0, 'lewis carroll': 0.0, 'margaret thatcher': 0.0, 'oscar wilde': 0.0, 'simone de beauvoir': 0.0, 'stephen king': 1.0, 'univ. prof. dr. chimamanda ngozi adichie': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, 'univ. prof. dr. hermann hesse': 0.0, 'victor hugo': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'position': {'adviser': 0.0, 'erasmus': 0.0, 'examination': 0.0, 'gender': 0.0, 'phd': 0.0, 'postdoc': 0.0, 'professor': 1.0, 'senate': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'stephen king', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 0, 'discriminable': False, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bye
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logger: # DIALOG 0 FINISHED #

Course:

logger: # DIALOG 0 STARTED #
logger: # TURN 0 #
In _start_dialog <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {}
In _start_dialog <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {}
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In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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logger: User Actions: []
logger: System Action: bad()
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In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': []}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            )}
logger: # TURN 1 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
System: Sorry I am a bit confused; please tell me again what you are looking for.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '', 'language': <Language.ENGLISH: 0>, 'user_acts': [], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
>>> hi
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'hi', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("hi", UserActionType.Hello, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Bad
            ), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 1.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'hi', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("hi", UserActionType.Hello, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , ects), 'sys_utterance': 'Sorry I am a bit confused; please tell me again what you are looking for.'}
logger: # TURN 2 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 1.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'hi', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("hi", UserActionType.Hello, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , ects), 'sys_utterance': 'How many credit points shall the course yield?'}
System: How many credit points shall the course yield?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 1.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': 'hi', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("hi", UserActionType.Hello, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , ects), 'sys_utterance': 'How many credit points shall the course yield?'}
>>> 3
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 1.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 29, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': None}}, 'user_utterance': '3', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("hi", UserActionType.Hello, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
logger: User Utterance: 3
logger: User Actions: [UserAct("3", UserActionType.Inform, ects, 3, 1.0)]
logger: System Action: request(speech)
            , ects), 'sys_utterance': 'How many credit points shall the course yield?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 1.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 0.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, 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'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 18, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': '3', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("3", UserActionType.Inform, ects, 3, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , speech), 'sys_utterance': 'How many credit points shall the course yield?'}
logger: # TURN 3 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 18, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': '3', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("3", UserActionType.Inform, ects, 3, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , speech), 'sys_utterance': 'Shall the course be related to speech?'}
System: Shall the course be related to speech?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 18, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': '3', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("3", UserActionType.Inform, ects, 3, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , speech), 'sys_utterance': 'Shall the course be related to speech?'}
>>> yes
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 18, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("3", UserActionType.Inform, ects, 3, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
logger: User Utterance: yes
logger: User Actions: [UserAct("yes", UserActionType.Inform, speech, true, 1.0)]
logger: System Action: request(linguistics)
            , speech), 'sys_utterance': 'Shall the course be related to speech?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 18, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , speech), 'sys_utterance': 'Shall the course be related to speech?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and 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semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'speech'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , speech), 'sys_utterance': 'Shall the course be related to speech?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech 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psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , linguistics), 'sys_utterance': 'Shall the course be related to speech?'}
logger: # TURN 4 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , linguistics), 'sys_utterance': 'Shall the course be related to linguistics?'}
System: Shall the course be related to linguistics?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , linguistics), 'sys_utterance': 'Shall the course be related to linguistics?'}
>>> yes
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, speech, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
logger: User Utterance: yes
logger: User Actions: [UserAct("yes", UserActionType.Inform, linguistics, true, 1.0)]
logger: System Action: request(lang)
            , linguistics), 'sys_utterance': 'Shall the course be related to linguistics?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 6, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, linguistics, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , linguistics), 'sys_utterance': 'Shall the course be related to linguistics?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 3, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'linguistics'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, linguistics, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , linguistics), 'sys_utterance': 'Shall the course be related to linguistics?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, 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System: In which language shall the course be held?
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'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 3, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'yes', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, linguistics, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , lang), 'sys_utterance': 'In which language shall the course be held?'}
>>> logger: # TURN 5 #
english
logger: User Utterance: english
logger: User Actions: [UserAct("english", UserActionType.Inform, lang, en, 1.0)]
logger: System Action: inform_byname(name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']")
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 3, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("yes", UserActionType.Inform, linguistics, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , lang), 'sys_utterance': 'In which language shall the course be held?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 3, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , lang), 'sys_utterance': 'In which language shall the course be held?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': '**NONE**', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.Request
            , lang), 'sys_utterance': 'In which language shall the course be held?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'In which language shall the course be held?'}
logger: # TURN 6 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
System: The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'english', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
>>> who is the lecturer
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 1.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and 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'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'who is the lecturer', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("english", UserActionType.Inform, lang, en, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: who is the lecturer
logger: User Actions: [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)]
logger: System Action: inform_byname(lecturer="['george orwell']",name="['ethics and nlp']")
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
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            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'who is the lecturer', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'who is the lecturer', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics and it is related to speech.'}
logger: # TURN 7 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'who is the lecturer', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
System: The course ethics and nlp is taught by George Orwell.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'who is the lecturer', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
>>> where is the classroom
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("who is the lecturer", UserActionType.Request, lecturer, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: where is the classroom
logger: User Actions: [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)]
logger: System Action: inform_byname(room="['v 5.01 (pfaffenwaldring 5b)']",name="['ethics and nlp']")
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 1.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and 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'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 1.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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'403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , lecturer="['george orwell']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 1.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , room="['v 5.01 (pfaffenwaldring 5b)']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is taught by George Orwell.'}
logger: # TURN 8 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 1.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , room="['v 5.01 (pfaffenwaldring 5b)']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp takes place in room v 5.01 (pfaffenwaldring 5b).'}
System: The course ethics and nlp takes place in room v 5.01 (pfaffenwaldring 5b).
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 1.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'where is the classroom', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("where is the classroom", UserActionType.Request, room, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , room="['v 5.01 (pfaffenwaldring 5b)']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp takes place in room v 5.01 (pfaffenwaldring 5b).'}
>>> when is the exam
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 0.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 1.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, 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logger: User Utterance: when is the exam
logger: User Actions: [UserAct("when is the exam", UserActionType.Request, turn, None, 1.0)]
logger: System Action: inform_byname(turn="['sose']",name="['ethics and nlp']")
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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'when is the exam', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("when is the exam", UserActionType.Request, turn, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , room="['v 5.01 (pfaffenwaldring 5b)']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp takes place in room v 5.01 (pfaffenwaldring 5b).'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'when is the exam', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("when is the exam", UserActionType.Request, turn, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , turn="['sose']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp takes place in room v 5.01 (pfaffenwaldring 5b).'}
logger: # TURN 9 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 1.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'when is the exam', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("when is the exam", UserActionType.Request, turn, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , turn="['sose']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is offered in the summer semester.'}
System: The course ethics and nlp is offered in the summer semester.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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            , turn="['sose']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is offered in the summer semester.'}
>>> I want course related to machine learning
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'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'I want course related to machine learning', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("when is the exam", UserActionType.Request, turn, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: I want course related to machine learning
logger: User Actions: [UserAct("I want course related to machine learning", UserActionType.Inform, machine_learning, true, 1.0)]
logger: System Action: inform_byname(name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']")
            , turn="['sose']",name="['ethics and nlp']"), 'sys_utterance': 'The course ethics and nlp is offered in the summer semester.'}
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{'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'I want course related to machine learning', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I want course related to machine learning", UserActionType.Inform, machine_learning, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is offered in the summer semester.'}
logger: # TURN 10 #
In _forward_turn <modules.nlg.nlg.HandcraftedNLG object at 0x15f27ff50> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'I want course related to machine learning', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I want course related to machine learning", UserActionType.Inform, machine_learning, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics, it is about machine learning and it is related to speech.'}
System: The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics, it is about machine learning and it is related to speech.
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'I want course related to machine learning', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I want course related to machine learning", UserActionType.Inform, machine_learning, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics, it is about machine learning and it is related to speech.'}
>>> thanks
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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'403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("I want course related to machine learning", UserActionType.Inform, machine_learning, true, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
logger: User Utterance: thanks
logger: User Actions: [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)]
logger: System Action: reqmore()
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics, it is about machine learning and it is related to speech.'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 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'403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 1.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.InformByName
            , name="['ethics and nlp']",ects="['3']",lang="['en']",linguistics="['true']",machine_learning="['true']",speech="['true']"), 'sys_utterance': 'The course ethics and nlp is worth 3 ECTS, it is offered in English, it is related to linguistics, it is about machine learning and it is related to speech.'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, 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{'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
System: Can I help you with anything else?
In _forward_turn <modules.surfaces.console.ConsoleOutput object at 0x15f27fed0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'thanks', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
>>> logger: # TURN 11 #
bye
logger: User Utterance: bye
logger: User Actions: [UserAct("bye", UserActionType.Bye, None, None, 1.0)]
logger: System Action: closingmsg()
In _forward_turn <modules.surfaces.console.ConsoleInput object at 0x15f27ff10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("thanks", UserActionType.Thanks, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.nlu.nlu.HandcraftedNLU object at 0x15f22ead0> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 0.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 1.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and 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semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 1.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 0.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.bst.bst.HandcraftedBST object at 0x136881550> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, '403535060': 0.0, '403535091': 0.0, '403543000': 0.0, '403549000': 0.0, '403560000': 0.0, '405300000': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lang': {'de': 0.0, 'en': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'lecturer': {'angeles mastretta': 0.0, 'apl. prof. dr. agatha christie': 0.0, 'dr. joanne rowling': 0.0, 'dr. jose saramago': 0.0, 'dr. rosario castellanos': 0.0, 'elena garro': 0.0, 'ernest hemingway': 0.0, 'franz kafka': 0.0, 'fyodor dostoevsky': 0.0, 'george orwell': 0.0, 'isabel allende': 0.0, 'lewis carroll': 0.0, 'oscar wilde': 0.0, 'univ. prof. dr. gabriel garcia marquez': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'linguistics': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'machine_learning': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'master': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_id': {'10180': 0.0, '13270': 0.0, '13960': 0.0, '14040': 0.0, '35190': 0.0, '35210': 0.0, '35350': 0.0, '35360': 0.0, '35410': 0.0, '35520': 0.0, '57030': 0.0, '67370': 0.0, '67380': 0.0, '68430': 0.0, '68460': 0.0, '72270': 0.0, '72450': 0.0, '72820': 0.0, '72850': 0.0, '73530': 0.0, '74180': 0.0, '75510': 0.0, '75680': 0.0, '75690': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'module_name': {'advanced computational semantics': 0.0, 'advanced semantics': 0.0, 'algorithmisches sprachverstehen': 0.0, 'bedeutung im kontext': 0.0, 'computational linguistics team laboratory': 0.0, 'distributional and statistical approaches to semantics': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'foundations of cognitive science': 0.0, 'grundlagentechnologien für die sprachverarbeitung': 0.0, 'information retrieval and text mining': 0.0, 'language and speech in the human brain: advanced methods in neurolinguistics and neurophonetics': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'meaning and interpretation': 0.0, 'parsing': 0.0, 'speech recognition and synthesis': 0.0, 'speech signal processing and microphone array processing': 0.0, 'spoken language processing': 0.0, 'spoken language understanding': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in cognitive science': 0.0, 'topics in computational semantics': 0.0, 'topics in phonetics': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'name': {'advanced computational semantics': 0.0, 'advanced speech perception': 0.0, 'algorithmisches sprachverstehen': 0.0, 'cognitive and computational models of metaphorical language': 0.0, 'computational linguistics team  laboratory': 0.0, 'computational linguistics team  laboratory: phonetics': 0.0, 'dialog modeling': 0.0, 'empirische methoden der maschinellen sprachverarbeitung': 0.0, 'ethics and nlp': 0.0, 'hot and odd topics in semantics': 0.0, 'information retrieval and text mining': 0.0, 'introduction and application of programming in r': 0.0, 'introduction to psycholinguistics': 0.0, 'lexical semantic change detection': 0.0, 'lexical semantics. space as seen through the eyes of natural language': 0.0, 'lexical semantics: language and force': 0.0, 'logik und diskrete strukturen für die maschinelle sprachverarbeitung': 0.0, 'modeling morphology with distributional semantics': 0.0, 'narrative perspective and focalization': 0.0, 'parsing': 0.0, 'pragmatik': 0.0, 'speech signal processing and microphone array processing': 0.0, 'speech signal processing and speech enhancement': 0.0, 'speech synthesis': 0.0, 'spoken language processing': 0.0, 'sprache und gehirn': 0.0, 'sprachsynthese und spracherkennung': 0.0, 'statistical machine translation': 0.0, 'topics in pragmatics': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'obligatory_attendance': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'oral_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'participation_limit': {'no': 0.0, 'yes': 0.0, 'na': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'presentation': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'programming': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'project': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'report': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'semantics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'speech': {'false': 0.0, 'true': 1.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'statistics': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'sws': {'2': 0.0, '4': 0.0, '6': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'syntax': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'turn': {'sose': 0.0, 'wise': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'written_exam': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'method': {'none': 0.0, 'byconstraints': 0.0, 'byprimarykey': 0.0, 'finished': 1.0, 'byalternatives': 0.0, 'restart': 0.0}}, 'system': {'lastInformedPrimKeyVal': 'ethics and nlp', 'lastActionInformNone': False, 'offerHappened': False, 'db_matches': 2, 'discriminable': True, 'informedPrimKeyValsSinceNone': [], 'lastRequestSlot': 'lang'}}, 'user_utterance': 'bye', 'language': <Language.ENGLISH: 0>, 'user_acts': [UserAct("bye", UserActionType.Bye, None, None, 1.0)], 'sys_act': SysAct(act_type=SysActionType.RequestMore
            ), 'sys_utterance': 'Can I help you with anything else?'}
In _forward_turn <modules.policy.policy_handcrafted.HandcraftedPolicy object at 0x15f27fd10> {'beliefstate': {'beliefs': {'discourseAct': {'ack': 0.0, 'hello': 0.0, 'none': 1.0, 'repeat': 0.0, 'silence': 0.0, 'thanks': 0.0, 'bad': 0.0}, 'requested': {'**NONE**': 0.0, 'name': 0.0, 'id': 0.0, 'ects': 0.0, 'turn': 1.0, 'sws': 0.0, 'lang': 0.0, 'lecturer': 0.0, 'module_id': 0.0, 'module_name': 0.0, 'course_type': 0.0, 'time_slot': 0.0, 'description': 0.0, 'bachelor': 0.0, 'master': 0.0, 'elective': 0.0, 'room': 0.0, 'requirements': 0.0, 'examination_style': 0.0, 'project': 0.0, 'written_exam': 0.0, 'oral_exam': 0.0, 'presentation': 0.0, 'report': 0.0, 'participation_limit': 0.0, 'obligatory_attendance': 0.0, 'speech': 0.0, 'linguistics': 0.0, 'applied_nlp': 0.0, 'machine_learning': 0.0, 'deep_learning': 0.0, 'cognitive_science': 0.0, 'semantics': 0.0, 'syntax': 0.0, 'statistics': 0.0, 'programming': 0.0, 'extendable': 0.0}, 'applied_nlp': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'bachelor': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'cognitive_science': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'course_type': {'se': 0.0, 'ue': 0.0, 'vo': 0.0, 'vu': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'deep_learning': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'ects': {'3': 1.0, '6': 0.0, '9': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'elective': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'extendable': {'false': 0.0, 'true': 0.0, '**NONE**': 1.0, 'dontcare': 0.0}, 'id': {'400000007': 0.0, '401018000': 0.0, '401316000': 0.0, '401396000': 0.0, '401400040': 0.0, '401404000': 0.0, '401426001': 0.0, '401516000': 0.0, '401516001': 0.0, '401516004': 0.0, '401516009': 0.0, '401517005': 0.0, '401600001': 0.0, '403000001': 0.0, '403000002': 0.0, '403160600': 0.0, '403160601': 0.0, '403500300': 0.0, '403500301': 0.0, '403504000': 0.0, '403519000': 0.0, '403519010': 0.0, '403529000': 0.0, 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System: Thank you, goodbye.
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