Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

10 April 2017

Papers citing "Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning"

24 / 24 papers shown

Title
Why Guided Dialog Policy Learning performs well? Understanding the role of adversarial learning and its alternative Sho Shimoyama Tetsuro Morimura Kenshi Abe Toda Takamichi Yuta Tomomatsu Masakazu Sugiyama Asahi Hentona Yuuki Azuma Hirotaka Ninomiya OffRL 21 0 0 13 Jul 2023
Evaluating Multimodal Interaction of Robots Assisting Older Adults Afagh Mehri Shervedani K. Oh Bahareh Abbasi Natawut Monaikul Zhanibek Rysbek Barbara Maria Di Eugenio Milos Zefran 8 1 0 20 Dec 2022
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jorge Armando Mendez Mendez Alborz Geramifard Mohammad Ghavamzadeh Bing-Quan Liu OffRL 19 6 0 01 Jul 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue Zhiyu Zoey Chen Bing-Quan Liu Seungwhan Moon Chinnadhurai Sankar Paul A. Crook William Yang Wang 27 19 0 11 May 2022
A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning Wai-Chung Kwan Hongru Wang Huimin Wang Kam-Fai Wong OffRL 30 42 0 28 Feb 2022
DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following Xiaofeng Gao Qiaozi Gao Ran Gong Kaixiang Lin Govind Thattai Gaurav Sukhatme LM&Ro 78 70 0 27 Feb 2022
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 13 6 0 01 Aug 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 52 267 0 10 May 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 39 73 0 01 Jan 2021
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 15 20 0 05 May 2020
Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness Zheng Zhang Lizi Liao Xiaoyan Zhu Tat-Seng Chua Zitao Liu Yan Huang Minlie Huang LLMAG 14 18 0 21 Apr 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition Ryuichi Takanobu Runze Liang Minlie Huang LLMAG 19 54 0 08 Apr 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 13 105 0 12 Feb 2020
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 6 88 0 28 Aug 2019
Ensemble-Based Deep Reinforcement Learning for Chatbots Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Yongjin Cho Sungja Choi Satish Reddy Indurthi Seunghak Yu Hyungtak Choi Inchul Hwang J. Kim OffRL 8 70 0 27 Aug 2019
Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards Heriberto Cuayáhuitl Donghyeon Lee Seonghan Ryu Sungja Choi Inchul Hwang J. Kim OffRL 28 6 0 27 Aug 2019
Emotionally-Aware Chatbots: A Survey Endang Wahyu Pamungkas 15 39 0 24 Jun 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 11 35 0 27 May 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform Sungjin Lee Qi Zhu Ryuichi Takanobu Xiang Li Yaoqin Zhang ... Jinchao Li Baolin Peng Xiujun Li Minlie Huang Jianfeng Gao VLM 19 110 0 18 Apr 2019
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning Ryuichi Takanobu Tao Zhuang Minlie Huang Jun Feng Haihong Tang Bo Zheng 17 16 0 24 Feb 2019
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 0 21 Sep 2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning Shang-Yu Su Xiujun Li Jianfeng Gao Jingjing Liu Yun-Nung (Vivian) Chen OffRL 19 67 0 28 Aug 2018
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 49 117 0 30 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,327 0 05 Jun 2016