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Stochastic control / Bayesian statistics / Partially observable Markov decision process / Simulation / Gaussian process / Dialogue / Markov decision process / Machine learning / Supervised learning / Statistics / Dynamic programming / Markov processes


ON-LINE POLICY OPTIMISATION OF BAYESIAN SPOKEN DIALOGUE SYSTEMS VIA HUMAN INTERACTION M. Gaˇsi´c, C. Breslin, M. Henderson, D. Kim, M. Szummer, B. Thomson, P. Tsiakoulis and S. Young Cambridge University Engineering De
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Document Date: 2012-11-29 17:55:40


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Company

Amazon / MIT Press / /

Country

Italy / United Kingdom / /

Facility

Hebrew University / University of Cambridge / /

IndustryTerm

Online policy optimisation / domain independent dialogue systems / adaptive dialogue systems / on-line optimisation / live telephone-based spoken dialogue system / online optimisation / real world dialogue systems / on-line learning / dialogue systems / dot product / on-line policy optimisation / telephone call routing / web service / spoken dialogue systems / food / /

Organization

Cambridge University / University of Cambridge / MIT / eta / European Union / Hebrew University / /

Person

Steve Young / Blaise Thomson / Jost Schatzmann / Simon Keizer / Ct / Kai Yu / Milica Ga / /

Position

Dialogue State dialogue manager / BUDS dialogue manager / Hidden Information State model / Walker / POMDP-based dialogue manager / manager The / rt / immediate rewards rt / Natural actor and belief critic / dialogue manager / /

ProvinceOrState

Sardinia / Massachusetts / /

PublishedMedium

Geist / Machine Learning / Journal of Artificial Intelligence Research / /

Technology

speech recognition / on-line RL algorithm / on-line GP-Sarsa algorithm / conventional RL algorithms / Machine Learning / Policy design The GP-Sarsa algorithm / simulation / Reinforcement algorithm / VOIP / online episodic GPSarsa algorithm / /

URL

www.toptable.com / www.parlanceproject.eu / /

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