Qinglai Wei: 3 books

Book cover of Self-Learning Optimal Control of Nonlinear Systems

Self-Learning Optimal Control of Nonlinear Systems

Adaptive Dynamic Programming Approach

by Qinglai Wei, Ruizhuo Song, Benkai Li
Language: English
Release Date: June 13, 2017

This book presents a class of novel, self-learning, optimal control schemes based on adaptive dynamic programming techniques, which quantitatively obtain the optimal control schemes of the systems. It analyzes the properties identified by the programming methods, including the convergence of the iterative...
Book cover of Adaptive Dynamic Programming with Applications in Optimal Control
by Derong Liu, Qinglai Wei, Ding Wang
Language: English
Release Date: January 4, 2017

This book covers the most recent developments in adaptive dynamic programming (ADP). The text begins with a thorough background review of ADP making sure that readers are sufficiently familiar with the fundamentals. In the core of the book, the authors address first discrete- and then continuous-time...
Book cover of Adaptive Dynamic Programming: Single and Multiple Controllers
by Ruizhuo Song, Qinglai Wei, Qing Li
Language: English
Release Date: December 28, 2018

This book presents a class of novel optimal control methods and games schemes based on adaptive dynamic programming techniques. For systems with one control input, the ADP-based optimal control is designed for different objectives, while for systems with multi-players, the optimal control inputs are...
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