Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs

Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs

Distributed constraint optimization (DCOP) is an important framework for coordinated multiagent decision making. We address a practically useful variant of DCOP, called resource-constrained DCOP (RC-DCOP), which takes into account agents’ consumption of shared limited resources. We present a promisi...

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Bibliographic Details
Main Authors: GHOSH, Supriyo, Akshat KUMAR, Pradeep VARAKANTHAM
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
Subjects:
Algorithms
Artificial intelligence
Benchmarking
Constrained optimization
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/3155
https://ink.library.smu.edu.sg/context/sis_research/article/4155/viewcontent/P_ID_52423_EMDCOP.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/3155
https://ink.library.smu.edu.sg/context/sis_research/article/4155/viewcontent/P_ID_52423_EMDCOP.pdf

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