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

3 September 2016

Li Deng

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

50 / 55 papers shown

Title
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 63 1 0 03 Feb 2025
ChatShop: Interactive Information Seeking with Language Agents Sanxing Chen Sam Wiseman Bhuwan Dhingra KELM 31 7 0 15 Apr 2024
Conversational Question Answering with Reformulations over Knowledge Graph Lihui Liu Blaine Hill Boxin Du Fei Wang Hanghang Tong 21 5 0 27 Dec 2023
Conversational Agents: Theory and Applications M. Wahde M. Virgolin LLMAG 32 25 0 07 Feb 2022
Knowledge Graph-enhanced Sampling for Conversational Recommender System Mengyuan Zhao Xiaowen Huang Lixi Zhu Jitao Sang Jian Yu 29 3 0 13 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 43 0 0 13 Oct 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 30 0 0 23 Sep 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 24 6 0 01 Aug 2021
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field Yining Huang Meilian Chen Keke Tang 35 3 0 14 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 48 88 0 02 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 54 268 0 10 May 2021
Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Debanjan Chaudhuri Md. Rony Jens Lehmann 27 12 0 30 Mar 2021
Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments Amin Rakhsha Xuezhou Zhang Xiaojin Zhu Adish Singla AAML OffRL 44 37 0 16 Feb 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 33 53 0 22 Dec 2020
Improving Dialog Systems for Negotiation with Personality Modeling Runzhe Yang Jingxiao Chen Karthik Narasimhan 27 47 0 20 Oct 2020
Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges M. Eskénazi Tiancheng Zhao LLMAG AI4TS AI4CE 36 9 0 10 Jun 2020
A Survey on Dialog Management: Recent Advances and Challenges Yinpei Dai Huihua Yu Yixuan Jiang Chengguang Tang Yongbin Li Jian Sun OffRL VLM 30 20 0 05 May 2020
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task Katya Kudashkina Valliappa Chockalingam Graham W. Taylor Michael Bowling OffRL LLMAG 33 2 0 28 Apr 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 30 19 0 21 Apr 2020
Adaptive Reward-Poisoning Attacks against Reinforcement Learning Xuezhou Zhang Yuzhe Ma Adish Singla Xiaojin Zhu AAML 29 124 0 27 Mar 2020
IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu Cen Chen Jiafeng Guo Yongfeng Zhang W. Bruce Croft Haiqing Chen 33 38 0 03 Feb 2020
Knowledge-based Conversational Search Svitlana Vakulenko 19 13 0 14 Dec 2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 23 7 0 04 Dec 2019
Task-Oriented Conversation Generation Using Heterogeneous Memory Networks Zehao Lin Xinjing Huang Feng Ji Haiqing Chen Yin Zhang 40 19 0 25 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 32 59 0 15 Sep 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 21 90 0 28 Aug 2019
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes Chinnadhurai Sankar Sujith Ravi OffRL 21 33 0 05 Jul 2019
Deep Conversational Recommender in Travel Lizi Liao Ryuichi Takanobu Yunshan Ma Xun Yang Minlie Huang Tat-Seng Chua BDL 21 45 0 25 Jun 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems Zhirui Zhang Xiujun Li Jianfeng Gao Enhong Chen OffRL 35 36 0 02 Jun 2019
Target-Guided Open-Domain Conversation Jianheng Tang Tiancheng Zhao Chenyan Xiong Xiaodan Liang Eric Xing Zhiting Hu 22 133 0 28 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 29 5 0 07 May 2019
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
Temporal Regularization in Markov Decision Process Pierre Thodoroff A. Durand Joelle Pineau Doina Precup 14 15 0 01 Nov 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 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 Chen OffRL 27 67 0 28 Aug 2018
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 34 53 0 26 Aug 2018
Modeling Multi-turn Conversation with Deep Utterance Aggregation ZhuoSheng Zhang Jiangtong Li Peng Fei Zhu Zhao Hai Gongshen Liu 27 251 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 33 54 0 12 Jun 2018
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking Puyang Xu Qi Hu 19 125 0 03 May 2018
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems Liu Yang Minghui Qiu Chen Qu J. Guo Yongfeng Zhang W. Bruce Croft Jun Huang Haiqing Chen 196 142 0 01 May 2018
Sentiment Adaptive End-to-End Dialog Systems Weiyan Shi Zhou Yu 21 79 0 28 Apr 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning V. Ilievski C. Musat Andreea Hossmann Michael Baeriswyl OffRL 18 68 0 01 Feb 2018
SkipNet: Learning Dynamic Routing in Convolutional Networks Xin Wang Feng Yu Zi-Yi Dou Trevor Darrell Joseph E. Gonzalez 36 626 0 26 Nov 2017
A Survey on Dialogue Systems: Recent Advances and New Frontiers Hongshen Chen Xiaorui Liu Dawei Yin Jiliang Tang VLM LLMAG 38 695 0 06 Nov 2017
Conversational Exploratory Search via Interactive Storytelling Svitlana Vakulenko Ilya Markov Maarten de Rijke 34 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 39 87 0 26 Jun 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings He He Anusha Balakrishnan Mihail Eric Percy Liang 37 200 0 24 Apr 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 30 366 0 03 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017