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Reinforcement Learning

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Reinforcement learning involves learning a mapping from situations to actions to maximize rewards through trial-and-error, distinguishing it from other machine learning forms. This concept has historical roots in psychology and AI, with key contributions from researchers over the decades. The book is a collection of original research from leading experts in the field.

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Reinforcement Learning, Richard S. Sutton

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Released
2012
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Language
English
Publisher
Springer US
Released
2012
Format
Paperback
Pages
172
ISBN13
9781461366089
Rating
4.55 out of 5
Description
Reinforcement learning involves learning a mapping from situations to actions to maximize rewards through trial-and-error, distinguishing it from other machine learning forms. This concept has historical roots in psychology and AI, with key contributions from researchers over the decades. The book is a collection of original research from leading experts in the field.