Near-Optimal Control for Nonzero-Sum Differential Games of Continuous-Time Nonlinear Systems Using Single-Network ADP

Multi-player non-zero-sum games: Online adaptive learning solution of coupled Hamilton–Jacobi equations

(2011) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

Online actor–critic algorithm to solve the continuous-time infinite horizon optimal control problem

(2010) Kyriakos G. Vamvoudakis et al.   AUTOMATICA

An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games

(2010) Huaguang Zhang et al.   AUTOMATICA

Reinforcement Learning for Partially Observable Dynamic Processes: Adaptive Dynamic Programming Using Measured Output Data

(2010) F L Lewis et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Adaptive Dynamic Programming: An Introduction

(2009) Fei-Yue Wang et al.   IEEE Computational Intelligence Magazine

Neural-Network-Based Near-Optimal Control for a Class of Discrete-Time Affine Nonlinear Systems With Control Constraints

(2009) Huaguang Zhang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence

(2009) Travis Dierks et al.   NEURAL NETWORKS

Adaptive optimal control for continuous-time linear systems based on policy iteration

(2008) D. Vrabie et al.   AUTOMATICA

Neurodynamic Programming and Zero-Sum Games for Constrained Control Systems

(2008) M. Abu-Khalaf et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Discrete-Time Nonlinear HJB Solution Using Approximate Dynamic Programming: Convergence Proof

(2008) A. Al-Tamimi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

A Novel Infinite-Time Optimal Tracking Control Scheme for a Class of Discrete-Time Nonlinear Systems via the Greedy HDP Iteration Algorithm

(2008) Huaguang Zhang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS