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
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
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