Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach

Online Learning Control Using Adaptive Critic Designs With Sparse Kernel Machines

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

Adaptive Learning in Tracking Control Based on the Dual Critic Network Design

(2013) Zhen Ni et al.   IEEE Transactions on Neural Networks and Learning Systems

Reinforcement learning and optimal adaptive control: An overview and implementation examples

(2012) Said G. Khan et al.   ANNUAL REVIEWS IN CONTROL

Observers for interconnected nonlinear and linear systems

(2012) Håvard Fjær Grip et al.   AUTOMATICA

Stochastic optimal control of unknown linear networked control system in the presence of random delays and packet losses

(2012) Hao Xu et al.   AUTOMATICA

Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics

(2012) Yu Jiang et al.   AUTOMATICA

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

(2012) S. Bhasin et al.   AUTOMATICA

Robust Adaptive Dynamic Programming for Large-Scale Systems With an Application to Multimachine Power Systems

(2012) Yu Jiang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs

(2012) Derong Liu et al.   INFORMATION SCIENCES

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

Finite-Horizon Control-Constrained Nonlinear Optimal Control Using Single Network Adaptive Critics

(2012) A. Heydari et al.   IEEE Transactions on Neural Networks and Learning Systems

Wide-Area Measurement Based Dynamic Stochastic Optimal Power Flow Control for Smart Grids With High Variability and Uncertainty

(2012) Jiaqi Liang et al.   IEEE Transactions on Smart Grid

Decentralized Implementation of Centralized Controllers for Interconnected Systems

(2011) Javad Lavaei   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Adaptive Learning and Control for MIMO System Based on Adaptive Dynamic Programming

(2011) Jian Fu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Decentralized Optimal Control of a Class of Interconnected Nonlinear Discrete-Time Systems by Using Online Hamilton-Jacobi-Bellman Formulation

(2011) S. Mehraeen et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

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

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

Decentralized Dynamic Output Feedback Control of Nonlinear Interconnected Systems

(2010) Karanjit Kalsi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

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

Power System Stabilization Using Adaptive Neural Network-Based Dynamic Surface Control

(2010) Shahab Mehraeen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

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

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

Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems

(2009) Draguna Vrabie et al.   NEURAL NETWORKS

Decentralized control: An overview

(2008) Lubomír Bakule   ANNUAL REVIEWS IN CONTROL

Issues on Stability of ADP Feedback Controllers for Dynamical Systems

(2008) S.N. Balakrishnan 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