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    CSL
    2010
    Springer
    163views Automated Reasoning» more  CSL 2010»
    Evaluation of a hierarchical reinforcement learning spoken dialogue system
    13 years 4 months ago
    Evaluation of a hierarchical reinforcement learning spoken dialogue system
    Download  www.cstr.ed.ac.uk
    We describe an evaluation of spoken dialogue strategies designed using hierarchical reinforcement learning agents. The dialogue strategies were learnt in a simulated environment a...
    Heriberto Cuayáhuitl, Steve Renals, Oliver ...
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    SPEECH
    2008
    114views more  SPEECH 2008»
    A Reinforcement Learning approach to evaluating state representations in spoken dialogue systems
    13 years 4 months ago
    A Reinforcement Learning approach to evaluating state representations in spoken dialogue systems
    Download  www.lrdc.pitt.edu
    Although dialogue systems have been an area of research for decades, finding accurate ways of evaluating different systems is still a very active subfield since many leading metho...
    Joel R. Tetreault, Diane J. Litman
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    JAIR
    2002
    99views more  JAIR 2002»
    Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System
    13 years 4 months ago
    Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System
    Download  www.eecs.umich.edu
    Designing the dialogue policy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing a di...
    Satinder P. Singh, Diane J. Litman, Michael J. Kea...
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    JAIR
    2000
    131views more  JAIR 2000»
    An Application of Reinforcement Learning to Dialogue Strategy Selection in a Spoken Dialogue System for Email
    13 years 4 months ago
    An Application of Reinforcement Learning to Dialogue Strategy Selection in a Spoken Dialogue System for Email
    Download  www.jair.org
    This paper describes a novel method by which a spoken dialogue system can learn to choose an optimal dialogue strategy from its experience interacting with human users. The method...
    Marilyn A. Walker
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    AAAI
    2000
    83views Intelligent Agents» more  AAAI 2000»
    Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System
    13 years 6 months ago
    Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System
    Download  www.cs.pitt.edu
    Satinder P. Singh, Michael J. Kearns, Diane J. Lit...
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