Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs

Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs

The Decentralized Partially Observable Markov Decision Process (Dec-POMDP) is a powerful model for multi-agent planning under uncertainty, but its applicability is hindered by its high complexity – solving Dec-POMDPs optimally is NEXP-hard. Recently, Kumar et al. introduced the Value Factorization (...

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Bibliographic Details
Main Authors: YEOH, William, KUMAR, Akshat, Zilberstein, Shlomo
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2013
Subjects:
Artificial Intelligence and Robotics
Computer Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/2200
https://ink.library.smu.edu.sg/context/sis_research/article/3200/viewcontent/Automated_Generation_of_Interaction_Graphs_for_Value_Factored.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/2200
https://ink.library.smu.edu.sg/context/sis_research/article/3200/viewcontent/Automated_Generation_of_Interaction_Graphs_for_Value_Factored.pdf

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