Networked Distributed POMDPs: A Synthesis of Distributed Constraint Optimization and POMDPs

Networked Distributed POMDPs: A Synthesis of Distributed Constraint Optimization and POMDPs

In many real-world multiagent applications such as distributed sensor nets, a network of agents is formed based on each agent's limited interactions with a small number of neighbors. While distributed POMDPs capture the real-world uncertainty in multiagent domains, they fail to exploit such loc...

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Bibliographic Details
Main Authors: NAIR, Ranjit, VARAKANTHAM, Pradeep Reddy, Tambe, Milind, Yokoo, Makoto
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2005
Subjects:
Artificial Intelligence and Robotics
Business
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/955
http://portal.acm.org/citation.cfm?id=1619356
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/955
http://portal.acm.org/citation.cfm?id=1619356

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