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Table of Contents
History of Adaptive Dynamic Programming
Part I: Continuous-Time Systems
Optimal Control of Continuous-Time Affine Nonlinear Systems
Optimal Control of Nonaffine Continuous-Time Systems
Robust and Guaranteed Cost Control of Continuous-Time Nonlinear Systems
Decentralized Stabilization and Control of Nonlinear Interconnected Systems
Online Synchronous Optimal Learnign Algorithms for Multiplayer Nonzero-Sum Games with Unknown Dynamics
Part II: Discrete-Time Systems
Value Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems
Finite Approximation Error-Based Value Iteration for Adaptive Dynamic Programming
Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems
Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems
Error-Bound Analysis of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems
Part III: Applications
Adaptive Dynamic Programming for Renewable Energy Scheduling and Battery Management in Smart Homes
Adaptive Dynamic Programming for Optimal Tracking Control of a Coal Gasification Process
Data-Driven Neuro-Optimal Temperature Control of Water?Gas Shift Reaction.
Part I: Continuous-Time Systems
Optimal Control of Continuous-Time Affine Nonlinear Systems
Optimal Control of Nonaffine Continuous-Time Systems
Robust and Guaranteed Cost Control of Continuous-Time Nonlinear Systems
Decentralized Stabilization and Control of Nonlinear Interconnected Systems
Online Synchronous Optimal Learnign Algorithms for Multiplayer Nonzero-Sum Games with Unknown Dynamics
Part II: Discrete-Time Systems
Value Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems
Finite Approximation Error-Based Value Iteration for Adaptive Dynamic Programming
Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems
Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems
Error-Bound Analysis of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems
Part III: Applications
Adaptive Dynamic Programming for Renewable Energy Scheduling and Battery Management in Smart Homes
Adaptive Dynamic Programming for Optimal Tracking Control of a Coal Gasification Process
Data-Driven Neuro-Optimal Temperature Control of Water?Gas Shift Reaction.