Name: Algorithms for Reinforcement Learning
ISBN: 9781681732138

Short and mathematical: "Algorithms for Reinforcement Learning". PDF available: https://sites.ualberta.ca/~szepesva/RLBook.html

jamessbJun 2016

Also see Algorithms for Reinforcement Learning: http://www.ualberta.ca/~szepesva/RLBook.html

phodoMar 2016

For reference, here are the books mentioned in the course:

Reinforcement Learning: An Introduction, by Richard S. Sutton and Andrew G. Barto

Algorithms for Reinforcement Learning, by Csaba Szepesvari

edit: added other book

Algorithms for Reinforcement Learning

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