Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
Author: Draguna L. Vrabie
Publisher: IET
Total Pages: 305
Release: 2013
Genre: Computers
ISBN: 1849194890
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The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedback control systems.


Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
Language: en
Pages: 305

Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles

Authors: Draguna L. Vrabie
Categories: Computers
Type: BOOK - Published: 2013 - Publisher: IET

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The book reviews developments in the following fields: optimal adaptive control; online differential games; reinforcement learning principles; and dynamic feedb
Handbook of Reinforcement Learning and Control
Language: en
Pages: 833

Handbook of Reinforcement Learning and Control

Authors: Kyriakos G. Vamvoudakis
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-23 - Publisher: Springer Nature

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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 f
Intelligent Optimal Adaptive Control for Mechatronic Systems
Language: en
Pages: 387

Intelligent Optimal Adaptive Control for Mechatronic Systems

Authors: Marcin Szuster
Categories: Technology & Engineering
Type: BOOK - Published: 2017-12-28 - Publisher: Springer

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The book deals with intelligent control of mobile robots, presenting the state-of-the-art in the field, and introducing new control algorithms developed and tes
Adaptive Dynamic Programming with Applications in Optimal Control
Language: en
Pages: 609

Adaptive Dynamic Programming with Applications in Optimal Control

Authors: Derong Liu
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-04 - Publisher: Springer

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This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that r
Reinforcement Learning, second edition
Language: en
Pages: 549

Reinforcement Learning, second edition

Authors: Richard S. Sutton
Categories: Computers
Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

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The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig