Reinforcement learning of coordination in heterogeneous cooperative multi-agent systems

Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2004

Volumn 3, Issue , 2004, Pages 1258-1259

  Kapetanakis, Spiros ^a   Kudenko, Daniel ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CODES (STANDARDS); ESTIMATION; FUNCTIONS; GAME THEORY; INFORMATION THEORY; LEARNING SYSTEMS; PROBABILITY; PROBLEM SOLVING;

COOPERATIVE MULTIAGENT SYSTEMS; FMQ ALGORITHMS; Q-LEARNING; REINFORCEMENT LEARNING;

MULTI AGENT SYSTEMS;

EID: 4544251885     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. G. Chalkiadakis and C. Boutilier. Coordination in multiagent reinforcement learning: A bayesian approach. In Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems, pages 709-716, Melbourne, Australia, 2003.
2. C. Claus and C. Boutilier. The dynamics of reinforcement learning in cooperative multiagent systems. In Proceedings of the Fifteenth National Conference on Articial Intelligence, pages 746-752, 1998.
3. L. P. Kaelbling, M. Littman, and A. W. Moore. Reinforcement learning: A survey. Journal of Artificial Intelligence Research, 4, 1996.
4. S. Kapetanakis and D. Kudenko. Reinforcement learning of coordination in cooperative multiagent systems. In Proceedings of the Nineteenth National Conference on Artificial Intelligence, pages 326-331, Edmonton, Alberta, Canada, 2002.
5. S. Kapetanakis and D. Kudenko. Reinforcement learning of coordination in heterogeneous cooperative multi-agent systems. In Proceedings of the Fourth AISB Symposium on Adaptive Agents and Multi-agent Systems (AISB/AAMAS-2004), Leeds, UK, March 2004.
6. S. Sen and M. Sekaran. Individual learning of coordination knowledge. JETAI, 10(3):333-356, 1998.
7. X. Wang and T. Sandholm. Reinforcement learning to play an optimal nash equilibrium in team markov games. In Proceedings of the 16th Neural Information Processing Systems: Natural and Synthetic conference, Vancouver, Canada, 2002.