Point-Based Backup for Decentralized POMPDs: Complexity and New Algorithms

Point-Based Backup for Decentralized POMPDs: Complexity and New Algorithms

Decentralized POMDPs provide an expressive framework for sequential multi-agent decision making. Despite their high complexity, there has been significant progress in scaling up existing algorithms, largely due to the use of point-based methods. Performing point-based backup is a fundamental operati...

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Bibliographic Details
Main Authors: KUMAR, Akshat, ZILBERSTEIN, Shlomo
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
Subjects:
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/2210
https://ink.library.smu.edu.sg/context/sis_research/article/3210/viewcontent/Point_Based_Backup_for_Decentralized_POMPDs__Complexity_and_New_Algorithms.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/2210
https://ink.library.smu.edu.sg/context/sis_research/article/3210/viewcontent/Point_Based_Backup_for_Decentralized_POMPDs__Complexity_and_New_Algorithms.pdf

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