Multi-Agent Reinforcement Learning

Machine Learning (NIS)

Lecture #14: Multi-Agent Reinforcement Learning

Michael L. Littman (1994), Markov games as a framework for multi-agent reinforcement learning, In Proceedings of the Eleventh International Conference on Machine Learning, pp. 157-163, Morgan Kaufmann, San Francisco, California.
Junling Hu and Michael P. Wellman (1998), Multiagent Reinforcement Learning: Theoretical Framework and an Algorithm, In Proceedings of the Fifteenth International Conference on Machine Learning, pp. 242-250, Morgan Kaufmann, San Francisco, California.
Roger A. McCain (1999), Game Theory: An Introductory Sketch, Department of Economics and International Business, Bennet S. LeBow College of Business, Drexel University, Philadelphia, USA.

Slides: 24 slides on 24 sheets (PostScript (193 KB), or LaTeX + figures (10 KB))
Handouts: 24 slides on 6 sheets (PostScript (203 KB), PDF (144 KB))