Fuzzy Reinforcement Learning Based Controller Design

Language: English

Published by LAP LAMBERT Academic Publishing Dez 2021, 2021

6204732013 / 9786204732015

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book aims at providing basic introduction about reinforcement learning (RL), application of RL as controller and introducing stability in RL. Q-learning is most widely used RL technique and is explained in detail in this book. In RL, 'Curse of Dimensionality' is a major issue and author has used fuzzy inference system to handle this problem resulting in Fuzzy Q learning. Reinforcement learning works on exploitation and exploration policy and hence RL based controller may face stability issue. The main emphasis of this book is to introduce stability in RL based controller using Lyapunov theory. The proposed RL based controllers are simulated on various nonlinear systems including Inverted Pendulum and Robotic Manipulator. 56 pp. Englisch.

Seller Inventory # 9786204732015

Title
Fuzzy Reinforcement Learning Based Controller Design
Author
Abhishek Kumar
Publisher
LAP LAMBERT Academic Publishing Dez 2021
Publication year
2021
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6204732013
ISBN 13
9786204732015
Item weight
102 grams
Dimensions
220x150x4 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.68US$ 26.68
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BuchWeltWeit Ludwig Meier e.K.

Germany