PDF/ePub->Reinforcement Learning: An Introduction - Richard S. Sutton

Reinforcement Learning: An Introduction

By : Richard S. Sutton

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Book Synopsis :

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics.Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented

Book Detail :

Author : Richard S. Sutton

Pages : 552 pages

Publisher : Bradford Book

Language : eng

ISBN-10 : 0262039249

ISBN-13 : 9780262039246

 
Supporting format: PDF, EPUB, Kindle, Audio, MOBI, HTML, RTF, TXT, etc.
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