Self-Learning Optimal Control of Nonlinear Systems: Adaptive Dynamic Programming Approach

by Benkai Li, Xiaofeng Lin, Ruizhuo Song, et al.

Book Overview

Chapter 1. Principle of Adaptive Dynamic Programming.- Chapter 2. An Iterative ϵ-Optimal Control Scheme for a Class of Discrete-Time Nonlinear Systems With Unfixed Initial State.- Chapter 3. Discrete-Time Optimal Control of Nonlinear Systems Via Value Iteration-Based Q-Learning.- Chapter 4. A Novel Policy Iteration Based Deterministic Q-Learning for Discrete-Time Nonlinear Systems.- Chapter 5. Nonlinear Neuro-Optimal Tracking Control Via...

• Format: Paperback
• Language: English
• ISBN: 9811350434
• ISBN13: 9789811350436
• Release Date: January 2019
• Publisher: Springer
• Length: 230 Pages
• Weight: 0.79 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"