Books for Reinforcement Learning:

Three excellent books for Reinforcement Learning:

1  Reinforcement Learning and Dynamic Programming Using Function Approximators 

by Lucian Busoniu, Robert Babuska, Bart De Schutter, Damien Ernst 

http://www.dcsc.tudelft.nl/rlbook/

2 Learning Representation and Control  in Markov Decision Processes: New Frontiers

by Sridhar Mahadevan 

http://www.nowpublishers.com/product.aspx?product=MAL&doi=2200000003

3 Professor Szepesvari's book:

http://www.ualberta.ca/~szepesva/RLBook.html

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