Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games

Xiaoxiao Guo, Satinder P. Singh, Richard L. Lewis, Honglak Lee. Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games. In Subbarao Kambhampati, editor, Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016. pages 1519-1525, IJCAI/AAAI Press, 2016. [doi]

Authors

Xiaoxiao Guo

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Satinder P. Singh

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Richard L. Lewis

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Honglak Lee

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