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Handbook of Reinforcement Learning and Control
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Handbook of Reinforcement Learning and Control

2021 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 3030609898
ISBN-13 9783030609894
Edition 2021 ed.
Publisher Springer Nature Switzerland AG
Imprint Springer Nature Switzerland AG
Country of Manufacture GB
Country of Publication GB
Publication Date Jun 24th, 2021
Print length 833 Pages
Ksh 39,600.00
Werezi Extended Catalogue 0 in stock

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This handbook presents state-of-the-art research in reinforcement learning, focusing on its applications in the control and game theory of dynamic systems and future directions for related research and technology.

The contributions gathered in this book deal with challenges faced when using learning and adaptation methods to solve academic and industrial problems, such as optimization in dynamic environments with single and multiple agents, convergence and performance analysis, and online implementation. They explore means by which these difficulties can be solved, and cover a wide range of related topics including:

  • deep learning;
  • artificial intelligence;
  • applications of game theory;
  • mixed modality learning; and
  • multi-agent reinforcement learning.

Practicing engineers and scholars in the field of machine learning, game theory, and autonomous control will find the Handbook of Reinforcement Learning and Control to be thought-provoking, instructive and informative. 


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