Making a Robot Learn to Play Soccer Using Reward and Punishment

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by Heiko Müller , Martin Lauer , Sascha Lange , Artur Merke , Martin Riedmiller
Citations:5 - 2 self

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1324 Reinforcement learning: a survey – Leslie Pack Kaelbling, Michael L. Littman, Andrew W. Moore - 1996
501 Markov games as a framework for multi-agent reinforcement learning – Michael L. Littman - 1994
852 Planning and acting in partially observable stochastic domains – Leslie Pack Kaelbling, Michael L. Littman, Anthony R. Cassandra - 1998
440 Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning – Richard Sutton, Doina Precup, Satinder Singh - 1999
426 Decision-Theoretic Planning: Structural Assumptions and Computational Leverage – Craig Boutilier, Thomas Dean, Steve Hanks - 1999
376 Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition – Thomas G. Dietterich - 2000
403 Finite-time analysis of the multiarmed bandit problem – Peter Auer, Paul Fischer, Jyrki Kivinen - 2002
363 Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding – Richard S. Sutton - 1996
327 Policy Gradient Methods for Reinforcement Learning with Function Approximation – Richard S. Sutton, David Mcallester, Satinder Singh, Yishay Mansour - 1999