H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IJCNN, 2012)

Adaptive Dynamic Programming for Solving Non-Zero-Sum Differential Games. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (ICONS, 2013)

Integral Policy Iteration for Zero-Sum Games with Completely Unknown Nonlinear Dynamics. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (ICONIP (1), 2013)

Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (Neurocomputing, 2013)

Adaptive optimal control for a class of continuous-time affine nonlinear systems with unknown internal dynamics. - Derong Liu 001; Xiong Yang 001; Hongliang Li 002 (Neural Comput. Appl., 2013)

Output-based high-order bipartite consensus under directed antagonistic networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Hongliang Li 002 (IEEE IA, 2014)

Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems. - Hongliang Li 002; Derong Liu 001; Ding Wang 001; Chao Li 024 (IJCNN, 2014)

Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma (Inf. Sci., 2014)

Integral Reinforcement Learning for Linear Continuous-Time Zero-Sum Games With Completely Unknown Dynamics. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2014)

Policy Iteration Algorithm for Online Design of Robust Control for a Class of Continuous-Time Nonlinear Systems. - Ding Wang 001; Derong Liu 001; Hongliang Li 002 (IEEE Trans Autom. Sci. Eng., 2014)

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems. - Derong Liu 001; Ding Wang 001; Fei-Yue Wang 001; Hongliang Li 002; Xiong Yang 001 (IEEE Trans. Cybern., 2014)

Decentralized Stabilization for a Class of Continuous-Time Nonlinear Interconnected Systems Using Online Learning Optimal Control Approach. - Derong Liu 001; Ding Wang 001; Hongliang Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2014)

Online Synchronous Approximate Optimal Learning Algorithm for Multi-Player Non-Zero-Sum Games With Unknown Dynamics. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2014)

Adaptive dynamic programming for infinite horizon optimal robust guaranteed cost control of a class of uncertain nonlinear systems. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma (ACC, 2015)

Neural-network-based finite horizon optimal control for partially unknown linear continuous-time systems. - Chao Li 024; Hongliang Li 002; Derong Liu 001 (ICACI, 2015)

Approximate policy iteration with unsupervised feature learning based on manifold regularization. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IJCNN, 2015)

Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey. - Derong Liu 001; Hong-Liang Li 002; Ding Wang 001 (Int. J. Autom. Comput., 2015)

Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics. - Derong Liu 001; Chao Li 024; Hongliang Li 002; Ding Wang 001; Hongwen Ma (Neurocomputing, 2015)

Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems. - Derong Liu 001; Hongliang Li 002; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Manifold regularization based approximate value iteration for learning control. - Hongliang Li 002; Miao He; Xunan Zhang; Changrui Ren (IJCNN, 2016)

A big data based product ranking solution. - Jinfeng Li; Bing Shao; Jian Xu; Hongliang Li 002; Qinghua Wang (SOLI, 2016)

A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Hongwen Ma; Chao Li 024 (Soft Comput., 2016)

An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties. - Ding Wang 001; Derong Liu 001; Hongliang Li 002; Biao Luo; Hongwen Ma (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Error Bound Analysis of Q-Function for Discounted Optimal Control Problems With Policy Iteration. - Pengfei Yan; Ding Wang 001; Hongliang Li 002; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Distributed algorithm for dissensus of a class of networked multiagent systems using output information. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Xiong Yang 001; Hongliang Li 002 (Soft Comput., 2018)

Manifold Regularized Reinforcement Learning. - Hongliang Li 002; Derong Liu 001; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)