Not All Agents are Equal: Scaling up Distributed POMDPs for Agent Networks

Many applications of networks of agents, including mobile sensor networks, unmanned air vehicles, autonomous underwater vehicles, involve 100s of agents acting collaboratively under uncertainty. Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are well-suited to address...

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Bibliographic Details
Main Authors: MARECKI, Janusz, GUPTA, Tapana, VARAKANTHAM, Pradeep Reddy, Tambe, Milind, Yokoo, Makoto
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2008
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Online Access:https://ink.library.smu.edu.sg/sis_research/950
http://dl.acm.org/citation.cfm?id=1402453
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Institution: Singapore Management University
Language: English