Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning

Marek Grzes, Daniel Kudenko. Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning. In M. Arif Wani, Mehmed M. Kantardzic, Vasile Palade, Lukasz A. Kurgan, Yuan Qi, editors, International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009. pages 337-344, IEEE Computer Society, 2009. [doi]

Abstract

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