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Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy (Foundations and Trends(r) in Systems and Control) - Softcover

 
9781680837445: Synchronous Reinforcement Learning-Based Control for Cognitive Autonomy (Foundations and Trends(r) in Systems and Control)
  • PublisherNow Publishers
  • Publication date2020
  • ISBN 10 1680837443
  • ISBN 13 9781680837445
  • BindingPaperback
  • LanguageEnglish
  • Number of pages186

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Vamvoudakis, Kyriakos G; Kokolakis, Nick-Marios T
Published by Now Publishers, 2020
ISBN 10: 1680837443 ISBN 13: 9781680837445
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Vamvoudakis, Kyriakos G; Kokolakis, Nick-Marios T
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Kyriakos G. Vamvoudakis
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Kyriakos G. Vamvoudakis
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Vamvoudakis, Kyriakos G; Kokolakis, Nick-Marios T
Published by Now Publishers, 2020
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Kyriakos G. Vamvoudakis
Published by now publishers Inc, 2020
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Vamvoudakis, Kyriakos G./ Kokolakis, Nick-Marios T.
Published by Now Publishers Inc, 2020
ISBN 10: 1680837443 ISBN 13: 9781680837445
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Vamvoudakis, Kyriakos G; Kokolakis, Nick-Marios T
Published by Now Publishers, 2020
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Kyriakos G. Vamvoudakis
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This monograph describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that combine features of adaptive control and optimal control. In a control engineering context, RL bridges the gap between traditional optimal control and adaptive control algorithms.The authors give an insightful introduction to reinforcement learning techniques that can address various control problems. In this context, they give a detailed description of techniques such as Game-Theoretic Learning, Q-learning, and Intermittent RL; with each chapter providing a self-contained exposition of the topic and giving the reader suggestions for further reading. Finally, the authors demonstrate the application of the techniques in autonomous vehicles.This review of a topic that is rapidly becoming ubiquitous in many engineering systems enables to reader dip in and out of the topic to quickly understand the essentials and provides the starting point for further research. Seller Inventory # 9781680837445

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Vamvoudakis, Kyriakos G.|Kokolakis, Nick-Marios T.
Published by Now Publishers Inc, 2020
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Condition: New. Describes the use of principles of reinforcement learning (RL) to design feedback policies for continuous-time dynamical systems that combine features of adaptive control and optimal control. The authors give an insightful introduction to reinforcement lear. Seller Inventory # 448250000

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