Learning multi-agent state space representations

Asynchronous Stochastic Approximation and Q-Learning

Machine Learning

The dynamics of reinforcement learning in cooperative multiagent systems

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

Coordinated Reinforcement Learning

ICML '02 Proceedings of the Nineteenth International Conference on Machine Learning

Nash q-learning for general-sum stochastic games

The Journal of Machine Learning Research

Sparse cooperative Q-learning

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Planning, learning and coordination in multiagent decision processes

TARK '96 Proceedings of the 6th conference on Theoretical aspects of rationality and knowledge

Hierarchical multi-agent reinforcement learning

Autonomous Agents and Multi-Agent Systems

Interaction-driven Markov games for decentralized multiagent planning under uncertainty

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1

Learning of coordination: exploiting sparse interactions in multiagent systems

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2

The thing that we tried didn't work very well: deictic representation in reinforcement learning

UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence

Decentralized Learning in Markov Games

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics