Online Adaptive Policy Learning Algorithm for $H_{\infty }$ State Feedback Control of Unknown Affine Nonlinear Discrete-Time Systems

Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm

(2013) Derong Liu et al.   NEUROCOMPUTING

Stochastic Optimal Controller Design for Uncertain Nonlinear Networked Control System via Neuro Dynamic Programming

(2013) Hao Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

A novel actor–critic–identifier architecture for approximate optimal control of uncertain nonlinear systems

(2012) S. Bhasin et al.   AUTOMATICA

${\rm H}_{\infty}$ State Estimation for Discrete-Time Chaotic Systems Based on a Unified Model

(2012) Meiqin Liu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Simultaneous policy update algorithms for learning the solution of linear continuous-time H∞ state feedback control

(2012) Huai-Ning Wu et al.   INFORMATION SCIENCES

Adaptive dynamic programming-based optimal control of unknown nonaffine nonlinear discrete-time systems with proof of convergence

(2012) Xin Zhang et al.   NEUROCOMPUTING

Neural Network Based Online Simultaneous Policy Update Algorithm for Solving the HJI Equation in Nonlinear $H_{\infty}$ Control

(2012) Huai-Ning Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Online Optimal Control of Affine Nonlinear Discrete-Time Systems With Unknown Internal Dynamics by Using Time-Based Policy Update

(2012) T. Dierks et al.   IEEE Transactions on Neural Networks and Learning Systems

Zero-Sum Two-Player Game Theoretic Formulation of Affine Nonlinear Discrete-Time Systems Using Neural Networks

(2012) Shahab Mehraeen et al.   IEEE Transactions on Cybernetics

Approximate Dynamic Programming for Optimal Stationary Control With Control-Dependent Noise

(2011) Yu Jiang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Online solution of nonlinear two-player zero-sum games using synchronous policy iteration

(2011) Kyriakos G. Vamvoudakis et al.   INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach

(2011) Ding Wang et al.   NEUROCOMPUTING

Model-free H∞ control design for unknown linear discrete-time systems via Q-learning with LMI

(2010) J.-H. Kim 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

Adaptive Dynamic Programming for Finite-Horizon Optimal Control of Discrete-Time Nonlinear Systems With $\varepsilon$-Error Bound

(2010) Fei-Yue Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Reinforcement learning and adaptive dynamic programming for feedback control

(2009) Frank L. Lewis et al.   IEEE Circuits and Systems Magazine

Adaptive Dynamic Programming: An Introduction

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

$H_\infty$-Filter Design for a Class of Networked Control Systems Via T–S Fuzzy-Model Approach

(2009) Bin Jiang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

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

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

(2008) D. Vrabie et al.   AUTOMATICA

Computing the Positive Stabilizing Solution to Algebraic Riccati Equations With an Indefinite Quadratic Term via a Recursive Method

(2008) Alexander Lanzon et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Neurodynamic Programming and Zero-Sum Games for Constrained Control Systems

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

Stability Analysis and $H_{\infty}$ Controller Design of Discrete-Time Fuzzy Large-Scale Systems Based on Piecewise Lyapunov Functions

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

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