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Algorithms for Reinforcement Learning

Large book cover: Algorithms for Reinforcement Learning

Algorithms for Reinforcement Learning
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Publisher: Morgan and Claypool Publishers
ISBN/ASIN: 1608454924
Number of pages: 98

Description:
In this book, we focus on those algorithms of reinforcement learning that build on the powerful theory of dynamic programming. We give a fairly comprehensive catalog of learning problems, describe the core ideas, note a large number of state of the art algorithms, followed by the discussion of their theoretical properties and limitations.

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