Hongliang Li

发表

Neural-Network-Based Online HJB Solution for Optimal Robust Guaranteed Cost Control of Continuous-Time Uncertain Nonlinear Systems

Derong Liu, Hongliang Li, Fei-Yue Wang, 2014, IEEE Transactions on Cybernetics.

Optimal control for discrete-time affine non-linear systems using general value iteration

Derong Liu, Hongliang Li, 2012 .

Neural-network-based robust optimal control design for a class of uncertain nonlinear systems via adaptive dynamic programming

Derong Liu, Hongliang Li, Ding Wang, 2014, Inf. Sci..

Adaptive optimal control for a class of continuous-time affine nonlinear systems with unknown internal dynamics

Derong Liu, Hongliang Li, Xiong Yang, 2012, Neural Computing and Applications.

An Approximate Optimal Control Approach for Robust Stabilization of a Class of Discrete-Time Nonlinear Systems With Uncertainties

Derong Liu, Hongliang Li, Biao Luo, 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Robust and Optimal Guaranteed Cost Control of Continuous-Time Nonlinear Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Adaptive Dynamic Programming for Two-Player Zero-Sum Differential Games with Completely Unknown Systems

Derong Liu, Huaguang Zhang, Hongliang Li, 2013 .

Adaptive optimal control for a class of nonlinear partially uncertain dynamic systems via policy iteration

Derong Liu, Hongliang Li, Xiong Yang, 2012, 2012 Third International Conference on Intelligent Control and Information Processing.

Finite horizon optimal tracking control of partially unknown linear continuous-time systems using policy iteration

Derong Liu, C. Li, Hongliang Li, 2015 .

Generalized Policy Iteration ADP for Discrete-Time Nonlinear Systems

Derong Liu, Q. Wei, Ding Wang, 2017 .

Heuristic dynamic programming-based H∞ control of discrete-time affine nonlinear systems

Derong Liu, Ding Wang, Hongliang Li, 2012, 2012 Third International Conference on Intelligent Control and Information Processing.

A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization

Derong Liu, Ding Wang, Hongliang Li, 2014, Soft Computing.

Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey

Hongliang Li, Derrick Liu, Ding Wang, 2015, International Journal of Automation and Computing.

Value Iteration ADP for Discrete-Time Nonlinear Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Manifold Regularized Reinforcement Learning

Derong Liu, Ding Wang, Hongliang Li, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Error Bound Analysis of $Q$ -Function for Discounted Optimal Control Problems With Policy Iteration

Derong Liu, Ding Wang, Pengfei Yan, 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Decentralized Control of Continuous-Time Interconnected Nonlinear Systems

Derong Liu, Qinglai Wei, Ding Wang, 2017 .

Approximate policy iteration with unsupervised feature learning based on manifold regularization

Derong Liu, Hongliang Li, Ding Wang, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Neural-network-based finite horizon optimal control for partially unknown linear continuous-time systems

Derong Liu, Hongliang Li, Chao Li, 2015, 2015 Seventh International Conference on Advanced Computational Intelligence (ICACI).

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

Derong Liu, Hongliang Li, Ding Wang, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Policy Iteration Algorithm for Online Design of Robust Control for a Class of Continuous-Time Nonlinear Systems

Derong Liu, Hongliang Li, Ding Wang, 2014, IEEE Transactions on Automation Science and Engineering.

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

Derong Liu, Hongliang Li, Ding Wang, 2013, Neurocomputing.

Error Bounds of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems

Derong Liu, Hongliang Li, Ding Wang, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Learning Algorithms for Differential Games of Continuous-Time Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Integral Reinforcement Learning for Linear Continuous-Time Zero-Sum Games With Completely Unknown Dynamics

Derong Liu, Hongliang Li, Ding Wang, 2014, IEEE Transactions on Automation Science and Engineering.

H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming

Derong Liu, Hongliang Li, Ding Wang, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Overview of Adaptive Dynamic Programming

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Adaptive Dynamic Programming for Solving Non-Zero-Sum Differential Games

Derong Liu, Hongliang Li, Ding Wang, 2013, ICONS.

Online Synchronous Approximate Optimal Learning Algorithm for Multi-Player Non-Zero-Sum Games With Unknown Dynamics

Derong Liu, Hongliang Li, Ding Wang, 2014, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Data-based Self-learning Optimal Control: Research Progress and Prospects

Derong Liu, Ding Wang, Hong-Liang Li, 2013 .

Optimal Control of Unknown Continuous-Time Nonaffine Nonlinear Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Robust optimal control for a class of nonlinear dynamic systems using single network adaptive dynamic programming

Xiong Yang, Derong Liu, Ding Wang, 2014, CCC 2014.

Adaptive dynamic programming for infinite horizon optimal robust guaranteed cost control of a class of uncertain nonlinear systems

Derong Liu, Hongliang Li, Ding Wang, 2015, 2015 American Control Conference (ACC).

Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

A neural-network-based online optimal control approach for nonlinear robust decentralized stabilization

Derong Liu, Hongliang Li, Chao Li, 2014, Soft Computing.

Neural-network-based decentralized control of continuous-time nonlinear interconnected systems with unknown dynamics

Chao Li, Derong Liu, Hongliang Li, 2015, Neurocomputing.

Feature selection and feature learning for high-dimensional batch reinforcement learning: A survey

Ding Wang, Hongliang Li, Derong Liu, 2015, International Journal of Automation and Computing.

Adaptive Dynamic Programming with Applications in Optimal Control

Yang Xiong, Li Hongliang, Liu Derong, 2017 .

Error Bounds of Adaptive Dynamic Programming Algorithms

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Adaptive Dynamic Programming for Optimal Residential Energy Management

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Decentralized control for a class of nonlinear interconnected systems using integral policy iteration

Derong Liu, Chao Li, Ding Wang, 2014, Proceeding of the 11th World Congress on Intelligent Control and Automation.

Integral Policy Iteration for Zero-Sum Games with Completely Unknown Nonlinear Dynamics

Derong Liu, Hongliang Li, Ding Wang, 2013, ICONIP.

Online learning optimal control for decentralized stabilization of nonlinear interconnected systems

Derong Liu, Ding Wang, Hongliang Li, 2013, 2013 IEEE International Conference on Cyber Technology in Automation, Control and Intelligent Systems.

Online Optimal Control of Continuous-Time Affine Nonlinear Systems

Derong Liu, Qinglai Wei, Xiong Yang, 2017 .

Output-based high-order bipartite consensus under directed antagonistic networks

Derong Liu, Hongliang Li, Ding Wang, 2014, 2014 IEEE Symposium on Intelligent Agents (IA).