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Gaussian Processes for Fast Policy Optimisation of POMDP-based Dialogue Managers
Milica Gašić
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Filip Jurčíček
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Simon Keizer
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Francois Mairesse
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Blaise Thomson
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Kai Yu
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Steve Young
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Paper Details:
Month: September
Year: 2010
Location: Tokyo, Japan
Venue:
SIGDIAL |
WS |
SIG: SIGDIAL
Citations
URL
Structured Dialogue Policy with Graph Neural Networks
Lu Chen
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Bowen Tan
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Sishan Long
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Kai Yu
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Affordable On-line Dialogue Policy Learning
Cheng Chang
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Runzhe Yang
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Lu Chen
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Xiang Zhou
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Kai Yu
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A Comparative Study of Reinforcement Learning Techniques on Dialogue Management
Alexandros Papangelis
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On-line Dialogue Policy Learning with Companion Teaching
Lu Chen
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Runzhe Yang
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Cheng Chang
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Zihao Ye
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Xiang Zhou
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Kai Yu
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Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation
Tiancheng Zhao
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Kyusong Lee
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Maxine Eskenazi
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Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning
Baolin Peng
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Xiujun Li
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Jianfeng Gao
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Jingjing Liu
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Kam-Fai Wong
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Model-free POMDP optimisation of tutoring systems with echo-state networks
Lucie Daubigney
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Matthieu Geist
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Olivier Pietquin
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POMDP-based dialogue manager adaptation to extended domains
Milica Gašić
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Catherine Breslin
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Matthew Henderson
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Dongho Kim
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Martin Szummer
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Blaise Thomson
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Pirros Tsiakoulis
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Steve Young
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Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization
Sungjin Lee
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Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management
Lu Chen
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Pei-Hao Su
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Milica Gašić
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Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning
Tiancheng Zhao
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Maxine Eskenazi
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Policy Networks with Two-Stage Training for Dialogue Systems
Mehdi Fatemi
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Layla El Asri
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Hannes Schulz
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Jing He
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Kaheer Suleman
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DialPort, Gone Live: An Update After A Year of Development
Kyusong Lee
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Tiancheng Zhao
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Yulun Du
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Edward Cai
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Allen Lu
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Eli Pincus
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David Traum
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Stefan Ultes
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Lina M. Rojas-Barahona
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Milica Gasic
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Steve Young
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Maxine Eskenazi
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Spoken Dialogue for Information Navigation
Alexandros Papangelis
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Panagiotis Papadakos
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Yannis Stylianou
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Yannis Tzitzikas
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http://www.cassandra.org/pomdp/
Field Of Study
Approach
Generative Model
Language
English
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