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Handbook of Reinforcement Learning and Control

Handbook of Reinforcement Learning and Control

Paperback

Series: Studies in Systems, Decision and Control, Book 325

Technology & EngineeringGeneral ComputersComputer Security

ISBN10: 3030609928
ISBN13: 9783030609924
Publisher: Springer Nature
Published: Jun 25 2022
Pages: 833
Weight: 2.60
Height: 1.70 Width: 6.14 Depth: 9.21
Language: English

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:

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Vamvoudakis, Kyriakos G.

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Technology & Engineering