Font Size: Make font size smaller Make font size default Make font size larger Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping

Font Size: Make font size smaller Make font size default Make font size larger Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping

Distributed POMDPs provide an expressive framework for modeling multiagent collaboration problems, but NEXPComplete complexity hinders their scalability and application in real-world domains. This paper introduces a subclass of distributed POMDPs, and TREMOR, an algorithm to solve such distributed P...

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Bibliographic Details
Main Authors: VARAKANTHAM, Pradeep, KWAK, Jun Young, Taylor, Matthew, Marecki, Janusz, Scerri, Paul, Tambe, Milind
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2009
Subjects:
POMDP
Multiagent planning
Uncertainty
Partially observability
Artificial Intelligence and Robotics
Business
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/478
https://ink.library.smu.edu.sg/context/sis_research/article/1477/viewcontent/733_4082_1_PB.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/478
https://ink.library.smu.edu.sg/context/sis_research/article/1477/viewcontent/733_4082_1_PB.pdf

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