On the Existence of Fixed Points for Q-Learning and Sarsa in Partially Observable Domains

An analysis of reinforcement learning with function approximation

Proceedings of the 25th international conference on Machine learning

Model-free reinforcement learning as mixture learning

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

SarsaLandmark: an algorithm for learning in POMDPs with landmarks

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1

Improving the performance of complex agent plans through reinforcement learning

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1

LearnPNP: a tool for learning agent behaviors

RoboCup 2010

Reinforcement learning through global stochastic search in N-MDPs

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II

Policy oscillation is overshooting

Neural Networks