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Dynamic programming / Stochastic control / Mathematical sciences / Markov processes / Partially observable Markov decision process / Markov decision process / Reinforcement learning / Algorithm / Mathematical optimization / Statistics / Control theory / Operations research


Producing Efficient Error-bounded Solutions for Transition Independent Decentralized MDPs Jilles S. Dibangoye Christopher Amato
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Document Date: 2013-03-11 16:10:29


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Budapest / Sydney / Thessaloniki / /

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Multiagent Systems / Multi-Agent Systems / Goldman / Intel / /

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Hungary / France / United States / Australia / Greece / /

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Campus Scientifique Vandœuvre-lès-Nancy / /

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heuristic search / Approximate algorithms / policy graph search / recent algorithm / policy search algorithm / policy graph search algorithm / heuristic search algorithm / near-optimal algorithms / near-optimal solution / policy search / cooperative systems / related infinite-horizon algorithm / search tree / realworld applications / the first algorithm / finite search / smart-gird management / /

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Mac OSX / /

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Pentagon / MIT / International Foundation for Autonomous Agents / IMPS MPS / IMPS MPGS / International Foundation for Autonomous Agents and Copyright Multiagent Systems / ISR / /

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Ai / François Charpillet / S. Zilberstein / V / Christopher Amato Arnaud Doniec / /

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Minnesota / GOA / /

Technology

RAM / heuristic search algorithm / then present two related algorithms / Two related algorithms / error-bounded algorithms / MPGS algorithms / proposed algorithms / MPS algorithms / related infinite-horizon algorithm / Markovian policy search algorithm / MPGS algorithm / state-ofthe-art algorithms / improved Markovian policy search algorithm / artificial intelligence / IMPS algorithm / recent algorithm / Point-based POMDP algorithms / MPS algorithm / related algorithm / second algorithm / Markovian policy graph search algorithm / /

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www.ifaamas.org / /

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