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...
Saved in:
Main Authors: | GHOSH, Supriyo, Akshat KUMAR, Pradeep VARAKANTHAM |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2015
|
Subjects: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
Similar Items
-
Incremental DCOP Search Algorithms for Solving Dynamic DCOP Problems
by: YEOH, William, et al.
Published: (2011) -
H-DPOP: Using Hard Constraints for Search Space Pruning in DCOP
by: KUMAR, Akshat, et al.
Published: (2008) -
Probabilistic Inference Techniques for Scalable Multiagent Decision Making
by: Akshat KUMAR,, et al.
Published: (2015) -
Caching Schemes for DCOP Search Algorithms
by: YEOH, William, et al.
Published: (2009) -
Message Passing for Collective Graphical Models
by: SUN, Tao, et al.
Published: (2015)