decentralized decision making

17

IJCAI
2007

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Average-Reward Decentralized Markov Decision Processes

13 years 5 months 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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8

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IJCAI
2007

170views Artificial Intelligence» more IJCAI 2007»

Memory-Bounded Dynamic Programming for DEC-POMDPs

13 years 5 months ago

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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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13

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AAAI
2008

131views Intelligent Agents» more AAAI 2008»

Partially Synchronized DEC-MDPs in Dynamic Mechanism Design

13 years 6 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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