Message-Passing Algorithms for Large Structured Decentralized POMDPs
Decentralized POMDPs provide a rigorous framework for multi-agent decision-theoretic planning. However, their high complexity has limited scalability. In this work, we present a promising new class of algorithms based on probabilistic inference for infinite-horizon ND-POMDPs---a restricted Dec-POMDP...
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| Main Authors: | , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2011
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/2207 https://ink.library.smu.edu.sg/context/sis_research/article/3207/viewcontent/Message_Passing_Algorithms_for_Large_Structured_Decentralized_POMDPs__extended_abstract_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |