Decentralized Decision Support for an Agent Population in Dynamic and Uncertain Domains

• Main Authors: VARAKANTHAM, Pradeep Reddy, CHENG, Shih-Fen, NGUYEN, Thi Duong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: Multi-agent decision making; Uncertainty; Artificial Intelligence and Robotics; Business; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/1389; https://ink.library.smu.edu.sg/context/sis_research/article/2388/viewcontent/VPChengSF_DecentralizedDecisionSupport.pdf
• Institution: Singapore Management University

This research is motivated by problems in urban transportation and labor mobility, where the agent flow is dynamic, non-deterministic and on a large scale. In such domains, even though the individual agents do not have an identity of their own and do not explicitly impact other agents, they have impl...