Sample-efficient Actor-Critic Reinforcement Learning with Supervised
Data for Dialogue Management

Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management

1 July 2017

Paweł Budzianowski

Papers citing "Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management"

16 / 16 papers shown

Title
A comparison of RL-based and PID controllers for 6-DOF swimming robots: hybrid underwater object tracking F. Lotfi K. Virji Nicholas Dudek Gregory Dudek 27 0 0 29 Jan 2024
MARLUI: Multi-Agent Reinforcement Learning for Adaptive UIs T. Langerak Sammy Christen Mert Albaba Christoph Gebhardt Otmar Hilliges OffRL 22 0 0 26 Sep 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
Transferable Dialogue Systems and User Simulators Bo-Hsiang Tseng Yinpei Dai Florian Kreyssig Bill Byrne 19 53 0 25 Jul 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 54 73 0 01 Jan 2021
Human-centric Dialog Training via Offline Reinforcement Learning Natasha Jaques J. Shen Asma Ghandeharioun Craig Ferguson Àgata Lapedriza Noah J. Jones S. Gu Rosalind W. Picard OffRL 37 92 0 12 Oct 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
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui-cang Wang Xiaojun Quan Jianxing Yu 6 58 0 26 Apr 2020
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 19 35 0 27 May 2019
Sample-Efficient Policy Learning based on Completely Behavior Cloning Qiming Zou Ling Wang K. Lu Yu Li OffRL 17 0 0 09 Nov 2018
Expert-augmented actor-critic for ViZDoom and Montezumas Revenge Michal Garmulewicz Henryk Michalewski Piotr Milos 16 8 0 10 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 8 49 0 08 Mar 2018
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation Christopher Tegho Paweł Budzianowski Milica Gasic 22 8 0 30 Nov 2017
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management I. Casanueva Paweł Budzianowski Pei-hao Su N. Mrksic Tsung-Hsien Wen Stefan Ultes L. Rojas-Barahona S. Young Milica Gasic OffRL 25 54 0 29 Nov 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 11 49 0 19 Jun 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 220 1,328 0 05 Jun 2016