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Adaptive Dynamic Programming with Applications in Optimal Control

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Cover of 'Adaptive Dynamic Programming with Applications in Optimal Control'

Table of Contents

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    Book Overview
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    Chapter 1 Overview of Adaptive Dynamic Programming
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    Chapter 2 Value Iteration ADP for Discrete-Time Nonlinear Systems
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    Chapter 3 Finite Approximation Error-Based Value Iteration ADP
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    Chapter 4 Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems
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    Chapter 5 Generalized Policy Iteration ADP for Discrete-Time Nonlinear Systems
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    Chapter 6 Error Bounds of Adaptive Dynamic Programming Algorithms
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    Chapter 7 Online Optimal Control of Continuous-Time Affine Nonlinear Systems
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    Chapter 8 Optimal Control of Unknown Continuous-Time Nonaffine Nonlinear Systems
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    Chapter 9 Robust and Optimal Guaranteed Cost Control of Continuous-Time Nonlinear Systems
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    Chapter 10 Decentralized Control of Continuous-Time Interconnected Nonlinear Systems
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    Chapter 11 Learning Algorithms for Differential Games of Continuous-Time Systems
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    Chapter 12 Adaptive Dynamic Programming for Optimal Residential Energy Management
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    Chapter 13 Adaptive Dynamic Programming for Optimal Control of Coal Gasification Process
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    Chapter 14 Data-Based Neuro-Optimal Temperature Control of Water Gas Shift Reaction
Attention for Chapter 5: Generalized Policy Iteration ADP for Discrete-Time Nonlinear Systems
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