Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning

28 August 2018

Papers citing "Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning"

22 / 22 papers shown

Title
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 100 176 0 17 Mar 2020
Subgoal Discovery for Hierarchical Dialogue Policy Learning Da Tang Xiujun Li Jianfeng Gao Chong-Jun Wang Lihong Li Tony Jebara 39 50 0 20 Apr 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 57 156 0 18 Jan 2018
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary Chase Lipton Xiujun Li Jianfeng Gao Lihong Li Faisal Ahmed Li Deng 55 171 0 15 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 51 65 0 31 Oct 2017
Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models Bing-Quan Liu Ian Lane OffRL 38 98 0 18 Sep 2017
Imagination-Augmented Agents for Deep Reinforcement Learning T. Weber S. Racanière David P. Reichert Lars Buesing A. Guez ... Razvan Pascanu Peter W. Battaglia Demis Hassabis David Silver Daan Wierstra LM&Ro 72 552 0 19 Jul 2017
Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning Paweł Budzianowski Stefan Ultes Pei-hao Su N. Mrksic Tsung-Hsien Wen I. Casanueva L. Rojas-Barahona Milica Gasic 52 49 0 19 Jun 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 55 190 0 10 Apr 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 58 367 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 59 335 0 10 Feb 2017
The Predictron: End-To-End Learning and Planning David Silver H. V. Hasselt Matteo Hessel Tom Schaul A. Guez ... Gabriel Dulac-Arnold David P. Reichert Neil C. Rabinowitz André Barreto T. Degris 52 289 0 28 Dec 2016
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 45 164 0 17 Dec 2016
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra Lihong Li Xiujun Li Jianfeng Gao Yun-Nung Chen Faisal Ahmed Li Deng 57 303 0 03 Sep 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 79 482 0 12 Jun 2016
Continuously Learning Neural Dialogue Management Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young 63 122 0 08 Jun 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 53 264 0 08 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 71 781 0 24 May 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 62 1,104 0 15 Apr 2016
Continuous Deep Q-Learning with Model-based Acceleration S. Gu Timothy Lillicrap Ilya Sutskever Sergey Levine 69 1,010 0 02 Mar 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 66 650 0 09 Feb 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 90 948 0 07 Aug 2015