Reinforcement Learning: An Introduction
Richard S. Sutton, Andrew G. Barto (2nd edition).
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Reinforcement learning: An introduction andrew.cmu.edu
MIT Press, 2018. [All Versions]. Richard Sutton's comprehensive book on reinforcement learning.
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Reinforcement Learning: An Introduction web.stanford.edu
Sutton and Barto's foundational treatment of reinforcement learning concepts and algorithms.
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Reinforcement Learning: An Introduction incompleteideas.net
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Reinforcement learning: A survey jair.org
Journal of Artificial Intelligence Research, 1996. [All Versions]. Leslie Kaelbling's review on reinforcement learning.
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A Survey of Preference-Based Reinforcement Learning Methods jmlr.org
Journal of Machine Learning Research, 2017. [All Versions].
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