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
Online Learning Algorithms for Differential Dynamic Games and Optimal Control
Language: en
Pages:

Online Learning Algorithms for Differential Dynamic Games and Optimal Control

Authors: Kyriakos G. Vamvoudakis
Categories: Adaptive control systems
Type: BOOK - Published: 2011 - Publisher:

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Optimal control deals with the problem of finding a control law for a given system that a certain optimality criterion is achieved. It can be derived using Pont
Reinforcement Learning for Optimal Feedback Control
Language: en
Pages: 305

Reinforcement Learning for Optimal Feedback Control

Authors: Rushikesh Kamalapurkar
Categories: Technology & Engineering
Type: BOOK - Published: 2018-05-10 - Publisher: Springer

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Reinforcement Learning for Optimal Feedback Control develops model-based and data-driven reinforcement learning methods for solving optimal control problems in
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 for Control
Language: en
Pages: 432

Adaptive Dynamic Programming for Control

Authors: Huaguang Zhang
Categories: Technology & Engineering
Type: BOOK - Published: 2012-12-14 - Publisher: Springer Science & Business Media

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There are many methods of stable controller design for nonlinear systems. In seeking to go beyond the minimum requirement of stability, Adaptive Dynamic Program