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Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density
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Amy McGovern, Andrew G. Barto
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Scaling Reinforcement Learning toward RoboCup Soccer
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Peter Stone, Richard S. Sutton
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Knowledge Representation Issues in Control Knowledge Learning
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Ricardo Aler, Daniel Borrajo, Pedro Isasi
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Relative Loss Bounds for Temporal-Difference Learning
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Jürgen Forster, Manfred K. Warmuth
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Algorithm Selection using Reinforcement Learning
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Michail G. Lagoudakis, Michael L. Littman
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