Reinforcement Learning: An Introduction
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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 mitpress.mit.edu
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: A survey jair.org
Journal of Artificial Intelligence Research, 1996. [All Versions]. Leslie Kaelbling's review on reinforcement learning.
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Reinforcement Learning with OCaml (PyTorch bindings) blog.janestreet.com
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Common Lisp › Educational: “, by Richard S. Sutton and Andrew G. Barto, with code in Lisp.”