Adaptive dynamic programming (ADP) is a novel approximate optimal control scheme,
which has recently become a hot topic in the field of optimal control. As a standard approach …

The field of adaptive dynamic programming with diverse applications in control engineering
has undergone rapid progress over the past few years. A new theory called “Robust …

In this article, a control scheme based on optimized backstep** (OB) technique is
developed for a class of nonlinear strict-feedback systems with unknown dynamic functions …

In this paper, the problem of adaptive fuzzy decentralized optimal control is investigated for a
class of nonlinear large-scale systems in strict-feedback form. The considered nonlinear …

With the rapid development in information science and technology, many businesses and
industries have undergone great changes, such as chemical industry, electric power …

Adaptive dynamic programming (ADP) and reinforcement learning are quite relevant to each
other when performing intelligent optimization. They are both regarded as promising …

This paper investigates adaptive fuzzy output feedback fault-tolerant optimal control problem
for a class of single-input and single-output nonlinear systems in strict feedback form. The …

This paper deals with the design of an H∞ tracking controller for nonlinear continuous-time
systems with completely unknown dynamics. A general bounded L 2-gain tracking problem …

In this paper, a value iteration adaptive dynamic programming (ADP) algorithm is developed
to solve infinite horizon undiscounted optimal control problems for discrete-time nonlinear …

This paper is concerned with a new discrete-time policy iteration adaptive dynamic
programming (ADP) method for solving the infinite horizon optimal control problem of …