Deep Reinforcement Learning for Multi-Domain Dialogue Systems

Deep Reinforcement Learning for Multi-Domain Dialogue Systems

26 November 2016

Heriberto Cuayáhuitl

Ashley Williamson

Papers citing "Deep Reinforcement Learning for Multi-Domain Dialogue Systems"

11 / 11 papers shown

Title
Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings Jorge Armando Mendez Mendez Alborz Geramifard Mohammad Ghavamzadeh Bing-Quan Liu OffRL 27 6 0 01 Jul 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 38 43 0 28 Feb 2022
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 60 73 0 01 Jan 2021
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 18 0 21 Apr 2020
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog Ryuichi Takanobu Hanlin Zhu Minlie Huang 21 90 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 23 69 0 27 Aug 2019
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots Heriberto Cuayáhuitl OffRL 32 17 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 42 6 0 27 Aug 2019
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 49 670 0 21 Sep 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains I. Casanueva Paweł Budzianowski Pei-hao Su Stefan Ultes L. Rojas-Barahona Bo-Hsiang Tseng Milica Gasic 15 49 0 08 Mar 2018
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 18 49 0 19 Jun 2017