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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

3 September 2016

Li Deng

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Papers citing "Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access"

49 / 149 papers shown

Title
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 117 191 0 06 Sep 2018
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling Shang-Yu Su Pei-Chieh Yuan Yun-Nung Chen 30 7 0 05 Sep 2018
Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation Xisen Jin Wenqiang Lei Zhaochun Ren Hongshen Chen Shangsong Liang Yue Zhao Dawei Yin OffRL 77 48 0 31 Aug 2018
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems Wafa Aissa Laure Soulier Ludovic Denoyer 32 7 0 29 Aug 2018
Decoupling Strategy and Generation in Negotiation Dialogues He He Derek Chen Anusha Balakrishnan Percy Liang 86 185 0 29 Aug 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen OffRL 85 67 0 28 Aug 2018
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 81 56 0 26 Aug 2018
Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Ziyu Yao Xiujun Li Jianfeng Gao Brian M. Sadler Huan Sun 72 34 0 21 Aug 2018
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns Shang-Yu Su Kai-Ling Lo Yi-Ting Yeh Yun-Nung Chen AI4CE 96 37 0 08 Aug 2018
Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient Rui Zhao Volker Tresp LLMAG 93 14 0 02 Jul 2018
An Efficient Approach to Encoding Context for Spoken Language Understanding Raghav Gupta Abhinav Rastogi Dilek Z. Hakkani-Tür 55 22 0 01 Jul 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation Zhuosheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 75 253 0 24 Jun 2018
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation Haoyang Wen Yijia Liu Wanxiang Che Libo Qin Ting Liu 65 55 0 12 Jun 2018
Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems V. Ilievski OffRL 21 4 0 03 Jun 2018
Adversarial Learning of Task-Oriented Neural Dialog Models Bing-Quan Liu Ian Lane OffRL 70 39 0 30 May 2018
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking Puyang Xu Qi Hu 91 125 0 03 May 2018
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu Jiafeng Guo Yongfeng Zhang W. Bruce Croft Jun Huang Haiqing Chen 246 142 0 01 May 2018
Sentiment Adaptive End-to-End Dialog Systems Weiyan Shi Zhou Yu 88 79 0 28 Apr 2018
NE-Table: A Neural key-value table for Named Entities Janarthanan Rajendran Jatin Ganhotra Xiaoxiao Guo Mo Yu Satinder Singh L. Polymenakos LMTD 39 0 0 22 Apr 2018
Subgoal Discovery for Hierarchical Dialogue Policy Learning Da Tang Xiujun Li Jianfeng Gao Chong-Jun Wang Lihong Li Tony Jebara 87 50 0 20 Apr 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 64 160 0 18 Apr 2018
The Rapidly Changing Landscape of Conversational Agents V. Mathur Arpit Singh LM&Ro LLMAG 47 8 0 22 Mar 2018
Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation Fengyi Tang Kaixiang Lin Ikechukwu Uchendu H. H. Dodge Jiayu Zhou 45 9 0 18 Feb 2018
Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces Gellert Weisz Paweł Budzianowski Pei-hao Su Milica Gasic 47 83 0 11 Feb 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning V. Ilievski C. Musat Andreea Hossmann Michael Baeriswyl OffRL 66 68 0 01 Feb 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Kam-Fai Wong Shang-Yu Su OffRL 88 156 0 18 Jan 2018
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient Li Zhou Kevin Small Oleg Rokhlenko Charles Elkan OffRL 76 42 0 07 Dec 2017
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 95 58 0 29 Nov 2017
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 154 640 0 26 Nov 2017
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System Weiyan Wang Yuxiang Wu Yu Zhang Zhongqi Lu Kaixiang Mo Qiang Yang LLMAG 37 1 0 10 Nov 2017
Tracking of enriched dialog states for flexible conversational information access Yinpei Dai Zhijian Ou Dawei Ren Pengfei Yu 55 7 0 09 Nov 2017
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 102 705 0 06 Nov 2017
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning Baolin Peng Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung Chen Kam-Fai Wong 88 65 0 31 Oct 2017
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding Po-Chun Chen Ta-Chung Chi Shang-Yu Su Yun-Nung Chen 53 28 0 30 Sep 2017
Conversational Exploratory Search via Interactive Storytelling Svitlana Vakulenko Ilya Markov Maarten de Rijke 38 13 0 15 Sep 2017
Generative Encoder-Decoder Models for Task-Oriented Spoken Dialog Systems with Chatting Capability Tiancheng Zhao Allen Lu Kyusong Lee M. Eskénazi AuLLM 89 87 0 26 Jun 2017
Key-Value Retrieval Networks for Task-Oriented Dialogue Mihail Eric Christopher D. Manning 98 420 0 15 May 2017
Sequential Dialogue Context Modeling for Spoken Language Understanding Ankur Bapna Gokhan Tur Dilek Z. Hakkani-Tür Larry Heck 88 54 0 08 May 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 101 202 0 24 Apr 2017
Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads Ji He Mari Ostendorf Xiaodong He OffRL LRM 45 10 0 20 Apr 2017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning Baolin Peng Xiujun Li Lihong Li Jianfeng Gao Asli Celikyilmaz Sungjin Lee Kam-Fai Wong BDL 100 190 0 10 Apr 2017
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 77 33 0 21 Mar 2017
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 173 704 0 15 Mar 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 96 371 0 03 Mar 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 79 335 0 10 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 346 1,549 0 25 Jan 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 93 167 0 17 Dec 2016
End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager Xuesong Yang Yun-Nung Chen Dilek Z. Hakkani-Tür Paul A. Crook Xiujun Li Jianfeng Gao Li Deng 103 79 0 03 Dec 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 71 240 0 25 Nov 2016