Letting loose a SPIDER on a network of POMDPs: Generating quality guranteed policies

• Main Authors: VARAKANTHAM, Pradeep Reddy, Marecki, Janusz, Yokoo, Makoto, Tambe, Milind
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2007
• 主題: Artificial Intelligence and Robotics; Business; Operations Research, Systems Engineering and Industrial Engineering
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/947; http://portal.acm.org/citation.cfm?id=1329388
• 機構: Singapore Management University

Distributed Partially Observable Markov Decision Problems (Distributed POMDPs) are a popular approach for modeling multi-agent systems acting in uncertain domains. Given the significant complexity of solving distributed POMDPs, particularly as we scale up the numbers of agents, one popular approach...