Conflicts in teamwork: Hybrids to the rescue

• Main Authors: TAMBE, Milind, Bowring, Emma, Jung, H., Kaminka, G., Maheswaran, Rajiv, Marecki, Janusz, Modi, P. J., Nair, Ranjit, Pearce, Jonathan, VARAKANTHAM, Pradeep Reddy
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2005
• Subjects: Artificial Intelligence and Robotics; Business; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/937; http://portal.acm.org/citation.cfm?id=1082474
• Institution: Singapore Management University

Today within the AAMAS community, we see at least four competing approaches to building multiagent systems: belief-desire-intention (BDI), distributed constraint optimization (DCOP), distributed POMDPs, and auctions or game-theoretic approaches. While there is exciting progress within each approach,...