decentralized decision making

44

IJCAI
2007

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Average-Reward Decentralized Markov Decision Processes

14 years 29 days ago

Formal analysis of decentralized decision making has become a thriving research area in recent years, producing a number of multi-agent extensions of Markov decision processes. Wh...

Marek Petrik, Shlomo Zilberstein

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31

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IJCAI
2007

170views Artificial Intelligence» more IJCAI 2007»

Memory-Bounded Dynamic Programming for DEC-POMDPs

14 years 29 days ago

Download anytime.cs.umass.edu

Decentralized decision making under uncertainty has been shown to be intractable when each agent has different partial information about the domain. Thus, improving the applicabil...

Sven Seuken, Shlomo Zilberstein

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38

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AAAI
2008

131views Intelligent Agents» more AAAI 2008»

Partially Synchronized DEC-MDPs in Dynamic Mechanism Design

14 years 1 months ago

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In this paper, we combine for the first time the methods of dynamic mechanism design with techniques from decentralized decision making under uncertainty. Consider a multi-agent s...

Sven Seuken, Ruggiero Cavallo, David C. Parkes

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