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Stochastic control / S0 / Markov decision process / Planning Domain Definition Language / Reinforcement learning / Automated planning and scheduling / Bellman equation / Temporal difference learning / Tree / Statistics / Dynamic programming / Markov processes


PROST: Probabilistic Planning Based on UCT Thomas Keller and Patrick Eyerich Albert-Ludwigs-Universit¨at Freiburg Institut f¨ur Informatik Georges-K¨ohler-Allee[removed]Freiburg, Germany
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Document Date: 2012-05-24 10:56:58

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File Size: 294,50 KB

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City

Kleene / /

Company

Princeton University Press / Singh S. P. / General Game / AAAI Press / /

Currency

pence / /

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IndustryTerm

connected search space / search depth limitation / investigated search space / discussed search depth limitation / search control techniques / search nodes / potential solution / maximal search depth / last search layer / search strategy / iterative deepening search / def search / search tree / presented search enhancements / constant search depth / search depth limit / search space / search algorithm / search depth / /

MarketIndex

IPPC / /

Organization

Artificial Copyright Intelligence / Princeton University / Patrick Eyerich Albert-Ludwigs-Universit¨at Freiburg Institut f¨ur Informatik Georges-K¨ohler-Allee / Association for the Advancement / German Aerospace Center / /

Person

Thomas Keller / Carlo Tree / Patrick Eyerich / /

Position

planner / player / PROST planner / /

ProvinceOrState

South Carolina / /

PublishedMedium

Machine Learning / Journal of Artificial Intelligence Research / /

Technology

Solution Algorithms / artificial intelligence / expensive search algorithm / UCB1 algorithm / Q-value Initialization The UCT algorithm / UCT algorithm / little examined Algorithm / machine learning / Simulation / /

URL

www.aaai.org / /

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