Distributed Gibbs: A memory-bounded sampling-based DCOP algorithm

• Main Authors: NGUYEN, Duc Thien, YEOH, William, LAU, Hoong Chuin
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2013
• 主題: DCOP; Sampling; Gibbs; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/1656; https://ink.library.smu.edu.sg/context/sis_research/article/2655/viewcontent/aamas13_dgibbs.pdf
• 機構: Singapore Management University

Researchers have used distributed constraint optimization problems (DCOPs) to model various multi-agent coordination and resource allocation problems. Very recently, Ottens et al. proposed a promising new approach to solve DCOPs that is based on confidence bounds via their Distributed UCT (DUCT) sam...