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    COLING
    2008
    108views Computational Linguistics» more  COLING 2008»
    Hybrid Reinforcement/Supervised Learning of Dialogue Policies from Fixed Data Sets
    13 years 7 months ago
    Hybrid Reinforcement/Supervised Learning of Dialogue Policies from Fixed Data Sets
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    James Henderson, Oliver Lemon, Kallirroi Georgila
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    ACL
    2008
    127views Computational Linguistics» more  ACL 2008»
    Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz Data: Bootstrapping and Evaluation
    13 years 9 months ago
    Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz Data: Bootstrapping and Evaluation
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    We address two problems in the field of automatic optimization of dialogue strategies: learning effective dialogue strategies when no initial data or system exists, and evaluating...
    Verena Rieser, Oliver Lemon
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    ACL
    2010
    142views Computational Linguistics» more  ACL 2010»
    Optimising Information Presentation for Spoken Dialogue Systems
    13 years 5 months ago
    Optimising Information Presentation for Spoken Dialogue Systems
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    We present a novel approach to Information Presentation (IP) in Spoken Dialogue Systems (SDS) using a data-driven statistical optimisation framework for content planning and attri...
    Verena Rieser, Oliver Lemon, Xingkun Liu
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    INTERSPEECH
    2010
    175views Signal Processing» more  INTERSPEECH 2010»
    Still talking to machines (cognitively speaking)
    13 years 2 months ago
    Still talking to machines (cognitively speaking)
    Download  mi.eng.cam.ac.uk
    This overview article reviews the structure of a fully statistical spoken dialogue system (SDS), using as illustration, various systems and components built at Cambridge over the ...
    Steve Young
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    ICML
    2005
    IEEE
    188views Machine Learning» more  ICML 2005»
    High speed obstacle avoidance using monocular vision and reinforcement learning
    14 years 8 months ago
    High speed obstacle avoidance using monocular vision and reinforcement learning
    Download  ai.stanford.edu
    We consider the task of driving a remote control car at high speeds through unstructured outdoor environments. We present an approach in which supervised learning is first used to...
    Jeff Michels, Ashutosh Saxena, Andrew Y. Ng
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