Constraint-Based Dynamic Programming for Decentralized POMDPs with Structured Interactions

Constraint-Based Dynamic Programming for Decentralized POMDPs with Structured Interactions

Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited scalability of solution techniques has restricted the applicability of the model. To overcome this computational barrier, r...

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Bibliographic Details
Main Authors: KUMAR, Akshat, ZILBERSTEIN, Shlomo
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2009
Subjects:
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/2212
https://ink.library.smu.edu.sg/context/sis_research/article/3212/viewcontent/Constraint_Based_Dynamic_Programming_for_Decentralized_POMDPs_with_Structured_Interactions.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/2212
https://ink.library.smu.edu.sg/context/sis_research/article/3212/viewcontent/Constraint_Based_Dynamic_Programming_for_Decentralized_POMDPs_with_Structured_Interactions.pdf

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