On-Line Learning Control for Discrete Nonlinear Systems Via an Improved ADDHP Method. - Huaguang Zhang; Qinglai Wei; Derong Liu 001 (ISNN (1), 2007)

A New Approach to Solve a Class of Continuous-Time Nonlinear Quadratic Zero-Sum Game Using ADP. - Qinglai Wei; Huaguang Zhang (ICNSC, 2008)

Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index. - Qinglai Wei; Derong Liu 001; Huaguang Zhang (ISNN (2), 2008)

A Novel Infinite-Time Optimal Tracking Control Scheme for a Class of Discrete-Time Nonlinear Systems via the Greedy HDP Iteration Algorithm. - Huaguang Zhang; Qinglai Wei; Yanhong Luo (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Robust adaptive tracking controller design for non-affine non-linear systems with state time-varying delay and unknown dead-zone. - Yanhong Luo; Qinglai Wei (Int. J. Intell. Syst. Technol. Appl., 2009)

Model-free multiobjective approximate dynamic programming for discrete-time nonlinear systems with general performance index functions. - Qinglai Wei; Huaguang Zhang; Jing Dai (Neurocomputing, 2009)

An iterative ADP approach for solving a class of nonlinear zero-sum differential games. - Qinglai Wei; Derong Liu 001 (ICNSC, 2010)

Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. - Derong Liu 001; Qinglai Wei (IJCNN, 2010)

Optimal control laws for time-delay systems with saturating actuators based on heuristic dynamic programming. - Ruizhuo Song; Huaguang Zhang; Yanhong Luo; Qinglai Wei (Neurocomputing, 2010)

Optimal control for discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. - Qinglai Wei; Derong Liu 001 (IJCNN, 2011)

Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems. - Qinglai Wei; Ding Wang 001; Derong Liu 001 (ISNN (2), 2011)

An iterative adaptive dynamic programming method for solving a class of nonlinear zero-sum differential games. - Huaguang Zhang; Qinglai Wei; Derong Liu 001 (Autom., 2011)

Optimal Tracking Control for a Class of Nonlinear Discrete-Time Systems With Time Delays Based on Heuristic Dynamic Programming. - Huaguang Zhang; Ruizhuo Song; Qinglai Wei; Tieyan Zhang (IEEE Trans. Neural Networks, 2011)

Generalized Hamilton-Jacobi-Isaacs Formulation-Based Neural Network H ∞ Control for Constrained Input Nonlinear Systems. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ICONIP (1), 2012)

Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach. - Dehua Zhang; Derong Liu 001; Qinglai Wei (ICONIP (1), 2012)

Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (IJCNN, 2012)

Optimal Task and Energy Scheduling in Dynamic Residential Scenarios. - Francesco De Angelis 002; Matteo Boaro; Danilo Fuselli; Stefano Squartini; Francesco Piazza; Qinglai Wei; Ding Wang 001 (ISNN (1), 2012)

Optimal Battery Management with ADHDP in Smart Home Environments. - Danilo Fuselli; Francesco De Angelis 002; Matteo Boaro; Derong Liu 001; Qinglai Wei; Stefano Squartini; Francesco Piazza (ISNN (2), 2012)

Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ISNN (2), 2012)

Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers. - Qinglai Wei; Derong Liu 001 (ISNN (2), 2012)

Optimal control of unknown nonaffine nonlinear discrete-time systems based on adaptive dynamic programming. - Ding Wang 001; Derong Liu 001; Qinglai Wei; Dongbin Zhao; Ning Jin (Autom., 2012)

Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach. - Ding Wang 001; Derong Liu 001; Qinglai Wei (Neurocomputing, 2012)

An iterative ϵ-optimal control scheme for a class of discrete-time nonlinear systems with unfixed initial state. - Qinglai Wei; Derong Liu 001 (Neural Networks, 2012)

Neural-Network-Based Optimal Control for a Class of Unknown Discrete-Time Nonlinear Systems Using Globalized Dual Heuristic Programming. - Derong Liu 001; Ding Wang 001; Dongbin Zhao; Qinglai Wei; Ning Jin (IEEE Trans Autom. Sci. Eng., 2012)

Optimal Tracking Control for a Class of Nonlinear Time-Delay Systems with Actuator Saturation. - Ruizhuo Song; Wendong Xiao; Qinglai Wei (BICS, 2013)

A New Self-Learning Optimal Control Scheme for Discrete-Time Nonlinear Systems Using Policy Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (ICONS, 2013)

Neuro-Optimal Control of Unknown Nonaffine Nonlinear Systems with Saturating Actuators. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ICONS, 2013)

Stable iterative optimal control for discrete-time nonlinear systems using numerical controller. - Qinglai Wei; Derong Liu 001 (ICVES, 2013)

Convergence analysis of continuous-time systems based on feedforward neural networks. - Yuzhu Huang; Derong Liu 001; Qinglai Wei (ISCAS, 2013)

Neuro-control to Energy Minimization for a Class of Chaotic Systems Based on ADP Algorithm. - Ruizhuo Song; Wendong Xiao; Qinglai Wei (IScIDE, 2013)

Neural Network H ∞ Tracking Control of Nonlinear Systems Using GHJI Method. - Derong Liu 001; Yuzhu Huang; Qinglai Wei (ISNN (2), 2013)

Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors. - Qinglai Wei; Derong Liu 001 (ISNN (2), 2013)

Adaptive Dynamic Programming Algorithm for Renewable Energy Scheduling and Battery Management. - Matteo Boaro; Danilo Fuselli; Francesco De Angelis 002; Derong Liu 001; Qinglai Wei; Francesco Piazza (Cogn. Comput., 2013)

Neural-network-observer-based optimal control for unknown nonlinear systems using adaptive dynamic programming. - Derong Liu 001; Yuzhu Huang; Ding Wang 001; Qinglai Wei (Int. J. Control, 2013)

The neural paradigm for complex systems: new algorithms and applications. - Stefano Squartini; Jinhu Lu; Qinglai Wei (Neural Comput. Appl., 2013)

Dual iterative adaptive dynamic programming for a class of discrete-time nonlinear systems with time-delays. - Qinglai Wei; Ding Wang 001; Dehua Zhang (Neural Comput. Appl., 2013)

Multi-objective optimal control for a class of nonlinear time-delay systems via adaptive dynamic programming. - Ruizhuo Song; Wendong Xiao; Qinglai Wei (Soft Comput., 2013)

Finite-Approximation-Error-Based Optimal Control Approach for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei (IEEE Trans. Cybern., 2013)

Optimal Home Energy Management Under Dynamic Electrical and Thermal Constraints. - Francesco De Angelis 002; Matteo Boaro; Danilo Fuselli; Stefano Squartini; Francesco Piazza; Qinglai Wei (IEEE Trans. Ind. Informatics, 2013)

Optimal self-learning battery control in smart residential grids by iterative Q-learning algorithm. - Qinglai Wei; Derong Liu 001; Guang Shi; Yu Liu 078; Qiang Guan (ADPRL, 2014)

Discrete-Time Nonlinear Generalized Policy Iteration for Optimal Control Using Neural Networks. - Qinglai Wei; Derong Liu 001; Xiong Yang 001 (ICONIP (1), 2014)

Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation. - Ruizhuo Song; Qinglai Wei; Zenglian Zhang; Biao Song (IJCNN, 2014)

Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (IJCNN, 2014)

Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ISNN, 2014)

Special issue on International Symposium on Neural Networks. - Zhigang Zeng; Amir Hussain 001; Qinglai Wei (Neurocomputing, 2014)

Data-based analysis of discrete-time linear systems in noisy environment: Controllability and observability. - Derong Liu 001; Pengfei Yan; Qinglai Wei (Inf. Sci., 2014)

Stable iterative adaptive dynamic programming algorithm with approximation errors for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (Neural Comput. Appl., 2014)

Discrete-time online learning control for a class of unknown nonaffine nonlinear systems using reinforcement learning. - Xiong Yang 001; Derong Liu 001; Ding Wang 001; Qinglai Wei (Neural Networks, 2014)

Neural-network-based approach to finite-time optimal control for a class of unknown nonlinear systems. - Ruizhuo Song; Wendong Xiao; Qinglai Wei; Changyin Sun 001 (Soft Comput., 2014)

Adaptive Dynamic Programming for Optimal Tracking Control of Unknown Nonlinear Systems With Application to Coal Gasification. - Qinglai Wei; Derong Liu 001 (IEEE Trans Autom. Sci. Eng., 2014)

A Novel Iterative $ theta $-Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001 (IEEE Trans Autom. Sci. Eng., 2014)

Finite-Approximation-Error-Based Discrete-Time Iterative Adaptive Dynamic Programming. - Qinglai Wei; Fei-Yue Wang 001; Derong Liu 001; Xiong Yang 001 (IEEE Trans. Cybern., 2014)

Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction Using Stable Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (IEEE Trans. Ind. Electron., 2014)

Policy Iteration Adaptive Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2014)

Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. - Xiong Yang 001; Derong Liu 001; Qinglai Wei (ICONIP (3), 2015)

A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning. - Qinglai Wei; Derong Liu 001 (ISNN, 2015)

A novel policy iteration based deterministic Q-learning for discrete-time nonlinear systems. - Qinglai Wei; Derong Liu 001 (Sci. China Inf. Sci., 2015)

Nearly finite-horizon optimal control for a class of nonaffine time-delay nonlinear systems based on adaptive dynamic programming. - Ruizhuo Song; Qinglai Wei; Qiuye Sun (Neurocomputing, 2015)

Neural-network-based adaptive optimal tracking control scheme for discrete-time nonlinear systems with approximation errors. - Qinglai Wei; Derong Liu 001 (Neurocomputing, 2015)

Nonlinear neuro-optimal tracking control via stable iterative Q-learning algorithm. - Qinglai Wei; Ruizhuo Song; Qiuye Sun (Neurocomputing, 2015)

Optimal distributed synchronization control for continuous-time heterogeneous multi-agent differential graphical games. - Qinglai Wei; Derong Liu 001; Frank L. Lewis (Inf. Sci., 2015)

Reinforcement-Learning-Based Robust Controller Design for Continuous-Time Uncertain Nonlinear Systems Subject to Input Constraints. - Derong Liu 001; Xiong Yang 001; Ding Wang 001; Qinglai Wei (IEEE Trans. Cybern., 2015)

A Novel Dual Iterative Q-Learning Method for Optimal Battery Management in Smart Residential Environments. - Qinglai Wei; Derong Liu 001; Guang Shi (IEEE Trans. Ind. Electron., 2015)

Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001; Guang Shi; Yu Liu 078 (IEEE Trans. Ind. Electron., 2015)

Multiple Actor-Critic Structures for Continuous-Time Optimal Control Using Input-Output Data. - Ruizhuo Song; Frank L. Lewis; Qinglai Wei; Huaguang Zhang; Zhong-Ping Jiang; Daniel S. Levine 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Infinite Horizon Self-Learning Optimal Control of Nonaffine Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001; Xiong Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Derong Liu 001; Qinglai Wei; Pengfei Yan (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Optimal Constrained Neuro-Dynamic Programming Based Self-learning Battery Management in Microgrids. - Qinglai Wei; Derong Liu 001 (ICONIP (3), 2016)

An adaptive dynamic programming based method for optimization of electricity consumption in office buildings. - Guang Shi; Qinglai Wei; Derong Liu 001 (IJCNN, 2016)

Optimal self-learning control scheme for discrete-time nonlinear systems using local value iteration. - Qinglai Wei; Derong Liu 001 (IJCNN, 2016)

Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001 (ISNN, 2016)

Iterative Q-learning-based nonlinear optimal tracking control. - Qinglai Wei; Ruizhuo Song; Yancai Xu; Derong Liu 001 (SSCI, 2016)

Energy consumption prediction of office buildings based on echo state networks. - Guang Shi; Derong Liu 001; Qinglai Wei (Neurocomputing, 2016)

Guaranteed cost neural tracking control for a class of uncertain nonlinear systems using adaptive dynamic programming. - Xiong Yang 001; Derong Liu 001; Qinglai Wei; Ding Wang 001 (Neurocomputing, 2016)

Adaptive tracking control of leader-following linear multi-agent systems with external disturbances. - Hanquan Lin; Qinglai Wei; Derong Liu 001; Hongwen Ma (Int. J. Syst. Sci., 2016)

ADP-based optimal sensor scheduling for target tracking in energy harvesting wireless sensor networks. - Ruizhuo Song; Qinglai Wei; Wendong Xiao (Neural Comput. Appl., 2016)

Neuro-optimal tracking control for a class of discrete-time nonlinear systems via generalized value iteration adaptive dynamic programming approach. - Qinglai Wei; Derong Liu 001; Yancai Xu (Soft Comput., 2016)

Off-Policy Actor-Critic Structure for Optimal Control of Unknown Systems With Disturbances. - Ruizhuo Song; Frank L. Lewis; Qinglai Wei; Huaguang Zhang (IEEE Trans. Cybern., 2016)

Value Iteration Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems. - Qinglai Wei; Derong Liu 001; Hanquan Lin (IEEE Trans. Cybern., 2016)

Data-Driven Zero-Sum Neuro-Optimal Control for a Class of Continuous-Time Unknown Nonlinear Systems With Disturbance Using ADP. - Qinglai Wei; Ruizhuo Song; Pengfei Yan (IEEE Trans. Neural Networks Learn. Syst., 2016)

Neural-Network-Based Distributed Adaptive Robust Control for a Class of Nonlinear Multiagent Systems With Time Delays and External Noises. - Hongwen Ma; Zhuo Wang 003; Ding Wang 001; Derong Liu 001; Pengfei Yan; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Optimal management of office energy consumption via Q-learning algorithm. - Guang Shi; Derong Liu 001; Qinglai Wei (ACC, 2017)

Batch Process Fault Monitoring Based on LPGD-kNN and Its Applications in Semiconductor Industry. - Ting Li 021; Dongsheng Yang 001; Qinglai Wei; Huaguang Zhang (ICONIP (1), 2017)

Partially-Directed-Topology-Based Consensus Control for Linear Multi-agent Systems. - Chunping Shi; Qinglai Wei; Derong Liu 001 (ICONIP (6), 2017)

An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. - Ziyang Wang; Qinglai Wei; Derong Liu 001 (ICONIP (1), 2017)

A Generalized Policy Iteration Adaptive Dynamic Programming Algorithm for Optimal Control of Discrete-Time Nonlinear Systems with Actuator Saturation. - Qiao Lin 003; Qinglai Wei; Bo Zhao 015 (ISNN (2), 2017)

Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. - Qinglai Wei; Yancai Xu; Qiao Lin 003; Derong Liu 001; Ruizhuo Song (ISNN (2), 2017)

Distributed control of leader-follower systems under adversarial inputs using reinforcement learning. - Rohollah Moghadam; Qinglai Wei; Hamidreza Modares (SSCI, 2017)

A reinforcement learning approach for sequential decision-making process of attacks in smart grid. - Zhen Ni; Shuva Paul; Xiangnan Zhong; Qinglai Wei (SSCI, 2017)

Discrete-time generalized policy iteration ADP algorithm with approximation errors. - Qinglai Wei; Benkai Li; Ruizhuo Song (SSCI, 2017)

PDP: parallel dynamic programming. - Fei-Yue Wang 001; Jie Zhang 116; Qinglai Wei; Xinhu Zheng; Li Li 013 (IEEE CAA J. Autom. Sinica, 2017)

Optimal constrained self-learning battery sequential management in microgrid via adaptive dynamic programming. - Qinglai Wei; Derong Liu 001; Yu Liu 078; Ruizhuo Song (IEEE CAA J. Autom. Sinica, 2017)

Neural-network-based synchronous iteration learning method for multi-player zero-sum games. - Ruizhuo Song; Qinglai Wei; Biao Song (Neurocomputing, 2017)

A novel optimal tracking control scheme for a class of discrete-time nonlinear systems using generalised policy iteration adaptive dynamic programming algorithm. - Qiao Lin 003; Qinglai Wei; Derong Liu 001 (Int. J. Syst. Sci., 2017)

Off-policy neuro-optimal control for unknown complex-valued nonlinear systems based on policy iteration. - Ruizhuo Song; Qinglai Wei; Wendong Xiao (Neural Comput. Appl., 2017)

Optimization of electricity consumption in office buildings based on adaptive dynamic programming. - Guang Shi; Qinglai Wei; Derong Liu 001 (Soft Comput., 2017)

Discrete-Time Optimal Control via Local Policy Iteration Adaptive Dynamic Programming. - Qinglai Wei; Derong Liu 001; Qiao Lin 003; Ruizhuo Song (IEEE Trans. Cybern., 2017)

Discrete-Time Deterministic Q-Learning: A Novel Convergence Analysis. - Qinglai Wei; Frank L. Lewis; Qiuye Sun; Pengfei Yan; Ruizhuo Song (IEEE Trans. Cybern., 2017)

Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids. - Qinglai Wei; Derong Liu 001; Frank L. Lewis; Yu Liu 078; Jie Zhang (IEEE Trans. Ind. Electron., 2017)

Error-Tolerant Iterative Adaptive Dynamic Programming for Optimal Renewable Home Energy Scheduling and Battery Management. - Qinglai Wei; Frank L. Lewis; Guang Shi; Ruizhuo Song (IEEE Trans. Ind. Electron., 2017)

Adaptive Dynamic Programming-Based Optimal Control Scheme for Energy Storage Systems With Solar Renewable Energy. - Qinglai Wei; Guang Shi; Ruizhuo Song; Yu Liu 078 (IEEE Trans. Ind. Electron., 2017)

Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games. - Ruizhuo Song; Frank L. Lewis; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2017)

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis. - Qinglai Wei; Derong Liu 001; Qiao Lin 003 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Adaptive Critic Designs of Optimal Control for Ice Storage Air Conditioning Systems. - Zehua Liao; Qinglai Wei (ICONIP (7), 2018)

Local Tracking Control for Unknown Interconnected Systems via Neuro-Dynamic Programming. - Bo Zhao 015; Derong Liu 001; Mingming Ha; Ding Wang 001; Yancai Xu; Qinglai Wei (ICONIP (7), 2018)

Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming. - Derong Liu 001; Yancai Xu; Qinglai Wei; Xinliang Liu (IEEE CAA J. Autom. Sinica, 2018)

Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties. - Xiong Yang 001; Haibo He; Qinglai Wei; Biao Luo 001 (Inf. Sci., 2018)

Adaptive Dynamic Programming for Discrete-Time Zero-Sum Games. - Qinglai Wei; Derong Liu 001; Qiao Lin 003; Ruizhuo Song (IEEE Trans. Neural Networks Learn. Syst., 2018)

Discrete-Time Stable Generalized Self-Learning Optimal Control With Approximation Errors. - Qinglai Wei; Benkai Li; Ruizhuo Song (IEEE Trans. Neural Networks Learn. Syst., 2018)

Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Convergence Analysis. - Qinglai Wei; Frank L. Lewis; Derong Liu 001; Ruizhuo Song; Hanquan Lin (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple Batteries. - Guang Shi; Chao Li 024; Bo Zhao 015; Qinglai Wei; Derong Liu 001 (IJCNN, 2019)

Event-Triggered Adaptive Control for Discrete-Time Zero-Sum Games. - Ziyang Wang; Qinglai Wei; Derong Liu 001; Yanhong Luo (IJCNN, 2019)

A Solution of Two-Person Zero Sum Differential Games with Incomplete State Information. - Kanghao Du; Ruizhuo Song; Qinglai Wei; Bo Zhao 015 (ISNN (1), 2019)

Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems. - Zehua Liao; Qinglai Wei; Ruizhuo Song (SSCI, 2019)

An echo state network based approach to room classification of office buildings. - Guang Shi; Bo Zhao 015; Chao Li 024; Qinglai Wei; Derong Liu 001 (Neurocomputing, 2019)

Editorial: Booming of Neural Networks and Learning Systems. - Akira Hirose 001; Alessio Micheli; Artur S. d'Avila Garcez; Choon Ki Ahn; Gang Pan 001; Hamid Reza Karimi; Jianbing Shen; José de Jesús Rubio; Lei Zhang 005; Lingjia Liu 001; Lorenzo Livi; Nian Zhang; et al. (IEEE Trans. Neural Networks Learn. Syst., 2019)

Parallel control for optimal tracking via adaptive dynamic programming. - Jingwei Lu; Qinglai Wei; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2020)

Parallel control for continuous-time linear systems: A case study. - Qinglai Wei; Hongyang Li 002; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2020)

Gain scheduling consensus of multi-agent systems subject to actuator saturation. - Hongjun Chu; Jianliang Chen; Qinglai Wei; Weidong Zhang 004 (Int. J. Control, 2020)

Deep learning neural networks: Methods, systems, and applications. - Qinglai Wei; Nikola K. Kasabov; Marios M. Polycarpou; Zhigang Zeng (Neurocomputing, 2020)

Nash Q-learning based equilibrium transfer for integrated energy management game with We-Energy. - Lingxiao Yang; Qiuye Sun; Dazhong Ma; Qinglai Wei (Neurocomputing, 2020)

Event-triggered adaptive dynamic programming for discrete-time multi-player games. - Ziyang Wang; Qinglai Wei; Derong Liu 001 (Inf. Sci., 2020)

Continuous-Time Time-Varying Policy Iteration. - Qinglai Wei; Zehua Liao; Zhanyu Yang; Benkai Li; Derong Liu 001 (IEEE Trans. Cybern., 2020)

Discrete-Time Impulsive Adaptive Dynamic Programming. - Qinglai Wei; Ruizhuo Song; Zehua Liao; Benkai Li; Frank L. Lewis (IEEE Trans. Cybern., 2020)

Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning. - Qinglai Wei; Lingxiao Wang; Yu Liu 078; Marios M. Polycarpou (IEEE Trans. Neural Networks Learn. Syst., 2020)

Editorial Special Issue on Adaptive Dynamic Programming and Reinforcement Learning. - Derong Liu 001; Frank L. Lewis; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Cyber-Physical -Social Systems for Smart Cities: An Overview. - Noreen Anwar; Gang Xiong 001; Wanze Lu; Peijun Ye 001; Hongxia Zhao; Qinglai Wei (DTPI, 2021)

Backstepping-Based Parallel Control for Cascaded Nonlinear Systems. - Jingwei Lu; Qinglai Wei; Tianmin Zhou; Liyuan Han; Fei-Yue Wang 001 (DTPI, 2021)

Policy Iteration Algorithm for Constrained Cost Optimal Control of Discrete-Time Nonlinear System. - Tao Li 058; Qinglai Wei; Hongyang Li 002; Ruizhuo Song (IJCNN, 2021)

Optimal Tracking Control of the Boiler-turbine System Based on Adaptive Dynamic Programming. - Yujia Liu; Aiguo Gao; Qinglai Wei (IJCNN, 2021)

YOLOv4 Based Deep Learning Algorithm for Defects Detection and Classification of Rail Surfaces. - Noreen Anwar; Zhen Shen; Qinglai Wei; Gang Xiong 001; Peijun Ye 001; Zhishuai Li; Yisheng Lv; Hongxia Zhao (ITSC, 2021)

Spiking Adaptive Dynamic Programming with Poisson Process. - Qinglai Wei; Liyuan Han; Tielin Zhang (ICSI (2), 2021)

Consensus Control of Leader-Following Multi-Agent Systems in Directed Topology With Heterogeneous Disturbances. - Qinglai Wei; Xin Wang; Xiangnan Zhong; Naiqi Wu (IEEE CAA J. Autom. Sinica, 2021)

A partial policy iteration ADP algorithm for nonlinear neuro-optimal control with discounted total reward. - Mingming Liang; Qinglai Wei (Neurocomputing, 2021)

A process transfer model-based optimal compensation control strategy for batch process using just-in-time learning and trust region method. - Fei Chu; Xiang Cheng; Chuang Peng; Runda Jia; Tao Chen 009; Qinglai Wei (J. Frankl. Inst., 2021)

Discrete-Time Non-Zero-Sum Games With Completely Unknown Dynamics. - Ruizhuo Song; Qinglai Wei; Huaguang Zhang; Frank L. Lewis (IEEE Trans. Cybern., 2021)

Continuous-Time Distributed Policy Iteration for Multicontroller Nonlinear Systems. - Qinglai Wei; Hongyang Li 002; Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Learning Control for Air Conditioning Systems via Human Expressions. - Qinglai Wei; Tao Li 058; Derong Liu 001 (IEEE Trans. Ind. Electron., 2021)

Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming. - Qinglai Wei; Zehua Liao; Ruizhuo Song; Pinjia Zhang; Zhuo Wang 003; Jun Xiao 005 (IEEE Trans. Ind. Electron., 2021)

Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management. - Qinglai Wei; Zehua Liao; Guang Shi (IEEE Trans. Ind. Informatics, 2021)

Adaptive Critic Designs for Optimal Event-Driven Control of a CSTR System. - Xiong Yang 001; Qinglai Wei (IEEE Trans. Ind. Informatics, 2021)

Adaptive Critic Learning for Constrained Optimal Event-Triggered Control With Discounted Cost. - Xiong Yang 001; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2021)

Adaptive Dynamic Programming for Control: A Survey and Recent Advances. - Derong Liu 001; Shan Xue 004; Bo Zhao 015; Biao Luo 001; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Event-Triggered Energy Optimization of Wireless Sensor Networks. - Lu Liu 002; Ruizhuo Song; Qinglai Wei (ICNSC, 2022)

Adaptive Event-Triggered Near-Optimal Tracking Control for Unknown Continuous-Time Nonlinear Systems. - Kunfu Wang; Qijia Gu; Baiqiao Huang; Qinglai Wei; Tianmin Zhou (IEEE Access, 2022)

EiHi Net: Out-of-Distribution Generalization Paradigm. - Qinglai Wei; Beiming Yuan; Diancheng Chen (CoRR, 2022)

Data-driven adaptive-critic optimal output regulation towards water level control of boiler-turbine systems. - Qinglai Wei; Xin Wang 137; Yu Liu 078; Gang Xiong 001 (Expert Syst. Appl., 2022)

Monte Carlo-based reinforcement learning control for unmanned aerial vehicle systems. - Qinglai Wei; Zesheng Yang; Huaizhong Su; Lijian Wang (Neurocomputing, 2022)

A New Neuro-Optimal Nonlinear Tracking Control Method via Integral Reinforcement Learning with Applications to Nuclear Systems. - Weifeng Zhong; Mengxuan Wang; Qinglai Wei; Jingwei Lu (Neurocomputing, 2022)

Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control. - Jingwei Lu; Qinglai Wei; Ziyang Wang; Tianmin Zhou; Fei-Yue Wang 001 (Inf. Sci., 2022)

Optimal synchronization control for multi-agent systems with input saturation: a nonzero-sum game. - Hongyang Li 002; Qinglai Wei (Frontiers Inf. Technol. Electron. Eng., 2022)

Institutionalized and systematized gaming for multi-agent systems. - Jun Lu; Fei-Yue Wang 001; Qi Dong 005; Qinglai Wei (Frontiers Inf. Technol. Electron. Eng., 2022)

Parallel cognition: hybrid intelligence for human-machine interaction and management. - Peijun Ye 001; Xiao Wang 002; Wenbo Zheng; Qinglai Wei; Fei-Yue Wang 001 (Frontiers Inf. Technol. Electron. Eng., 2022)

A New Approach to Finite-Horizon Optimal Control for Discrete-Time Affine Nonlinear Systems via a Pseudolinear Method. - Qinglai Wei; Liao Zhu; Tao Li 058; Derong Liu 001 (IEEE Trans. Autom. Control., 2022)

Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System. - Qinglai Wei; Jingwei Lu; Tianmin Zhou; Xiang Cheng 001; Fei-Yue Wang 001 (IEEE Trans. Ind. Informatics, 2022)

Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems. - Qinglai Wei; Liyuan Han; Tielin Zhang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game. - Qinglai Wei; Liao Zhu; Ruizhuo Song; Pinjia Zhang; Derong Liu 001; Jun Xiao 005 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Decentralized Event-Driven Constrained Control Using Adaptive Critic Designs. - Xiong Yang 001; Yuanheng Zhu; Na Dong; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2022)

Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems. - Jingwei Lu; Qinglai Wei; Yujia Liu; Tianmin Zhou; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Discrete-Time Self-Learning Parallel Control. - Qinglai Wei; Lingxiao Wang; Jingwei Lu; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Topology Prediction and Structural Controllability Analysis of Complex Networks Without Connection Information. - Dongsheng Yang 001; Yunhe Sun; Qinglai Wei; Huaguang Zhang; Ting Li 021 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Adaptive Critics for Decentralized Stabilization of Constrained-Input Nonlinear Interconnected Systems. - Xiong Yang 001; Yingjiang Zhou; Na Dong; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control. - Jingwei Lu; Qinglai Wei; Tianmin Zhou; Ziyang Wang; Fei-Yue Wang 001 (IEEE Trans. Cybern., 2023)

Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving. - Jingwei Lu; Liyuan Han; Qinglai Wei; Xiao Wang 002; Xingyuan Dai; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2023)

A Novel Data-Based Fault-Tolerant Control Method for Multicontroller Linear Systems via Distributed Policy Iteration. - Qinglai Wei; Hongyang Li 002; Tao Li 058; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Event-triggered near-optimal tracking control based on adaptive dynamic programming for discrete-time systems. - Ziyang Wang; Joonhyup Lee; Qinglai Wei; Anting Zhang (Neurocomputing, 2023)

A Novel Parallel Control Method for Continuous-Time Linear Output Regulation With Disturbances. - Qinglai Wei; Hongyang Li 002; Fei-Yue Wang 001 (IEEE Trans. Cybern., 2023)

Raven solver: From perception to reasoning. - Qinglai Wei; Diancheng Chen; Beiming Yuan; Peijun Ye 001 (Inf. Sci., 2023)

A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy. - Shuai Su; Qingyang Zhu; Junqing Liu; Tao Tang 004; Qinglai Wei; Yuan Cao 002 (IEEE Trans. Ind. Informatics, 2023)

Adaptive Dynamic Programming for Nonlinear-Constrained H∞ Control. - Xiong Yang 001; Mengmeng Xu; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Approximate Dynamic Programming for Event-Driven H∞ Constrained Control. - Xiong Yang 001; Mengmeng Xu; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Continuous-Time Stochastic Policy Iteration of Adaptive Dynamic Programming. - Qinglai Wei; Tianmin Zhou; Jingwei Lu; Yu Liu 078; Shuai Su; Jun Xiao 005 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Synergetic learning for unknown nonlinear H∞ control using neural networks. - Liao Zhu; Ping Guo 002; Qinglai Wei (Neural Networks, 2023)

Data-Driven Optimal Control for Continuous- Time Linear Nonzero-Sum Games. - Hongyang Li 002; Qinglai Wei; Ruizhuo Song (ICARCV, 2024)

A novel energy management method for multiple residential energy systems with energy exchange. - Hongyang Li 002; Qinglai Wei (Neurocomputing, 2024)

Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach. - Jingwei Lu; Xingxia Wang; Qinglai Wei; Fei-Yue Wang 001 (Neurocomputing, 2024)

Class-incremental learning with Balanced Embedding Discrimination Maximization. - Qinglai Wei; Weiqin Zhang (Neural Networks, 2024)

Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints. - Tao Li 058; Qinglai Wei; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Online Adaptive Dynamic Programming for Optimal Self-Learning Control of VTOL Aircraft Systems With Disturbances. - Qinglai Wei; Zesheng Yang; Huaizhong Su; Lijian Wang (IEEE Trans Autom. Sci. Eng., 2024)

VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning. - Qinglai Wei; Yugu Li; Jie Zhang 116; Fei-Yue Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Dynamic Event-Sampled Control of Interconnected Nonlinear Systems Using Reinforcement Learning. - Xiong Yang 001; Mengmeng Xu; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2024)

Constrained-Cost Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems. - Qinglai Wei; Tao Li 058 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Optimal Spin Polarization Control for the Spin-Exchange Relaxation-Free System Using Adaptive Dynamic Programming. - Ruigang Wang; Zhuo Wang 003; Sixun Liu; Tao Li 058; Feng Li 066; Bodong Qin; Qinglai Wei (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fixed-Time Antidisturbance Consensus Tracking for Nonlinear Multiagent Systems with Matching and Mismatching Disturbances. - Xiangmin Tan; Chunyan Hu; Guanzhen Cao; Qinglai Wei; Wei Li; Bo Han (IEEE CAA J. Autom. Sinica, 2024)

Optimal Strategy for Aircraft Pursuit-evasion Games via Self-play Iteration. - Xin Wang 137; Qinglai Wei; Tao Li 058; Jie Zhang 116 (Mach. Intell. Res., 2024)

A Self-Attention-Based Deep Reinforcement Learning Approach for AGV Dispatching Systems. - Qinglai Wei; Yutian Yan; Jie Zhang 116; Jun Xiao 005; Cong Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control. - Jingwei Lu; Lefei Li; Qinglai Wei; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2024)

Data-Driven Optimal Output Cluster Synchronization Control of Heterogeneous Multi-Agent Systems. - Hongyang Li 002; Qinglai Wei (IEEE Trans Autom. Sci. Eng., 2024)

Robust Optimal Parallel Tracking Control Based on Adaptive Dynamic Programming. - Qinglai Wei; Shanshan Jiao 001; Fei-Yue Wang 001; Qi Dong 005 (IEEE Trans. Cybern., 2024)

Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications. - Qinglai Wei; Liyuan Han; Tielin Zhang (IEEE Trans. Cybern., 2024)

Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks. - Liao Zhu; Qinglai Wei; Ping Guo 002 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Isoperimetric Constraint Inference for Discrete-Time Nonlinear Systems Based on Inverse Optimal Control. - Qinglai Wei; Tao Li 058; Jie Zhang 116; Hongyang Li 002; Xin Wang 137; Jun Xiao 005 (IEEE Trans. Cybern., 2024)

Initial Excitation-Based Optimal Control for Continuous-Time Linear Nonzero-Sum Games. - Hongyang Li 002; Qinglai Wei (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Novel Parallel Control Method for Optimal Consensus of Nonlinear Multiagent Systems. - Shanshan Jiao 001; Qinglai Wei; Fei-Yue Wang 001 (IEEE Trans. Cybern., 2024)

Observer-Based Optimal Backstepping Security Control for Nonlinear Systems Using Reinforcement Learning Strategy. - Qinglai Wei; Wendi Chen; Xiangmin Tan; Jun Xiao 005; Qi Dong 005 (IEEE Trans. Cybern., 2024)

Adaptive Dynamic Programming for Robust Event-Driven Tracking Control of Nonlinear Systems With Asymmetric Input Constraints. - Xiong Yang 001; Qinglai Wei (IEEE Trans. Cybern., 2024)

Stability analysis of a flocculation model incorporating cell size, time delay, and control. - Dongdong Ni; Wanbiao Ma; Qinglai Wei (Appl. Math. Lett., 2025)

Primal-dual adaptive dynamic programming for finite-horizon optimal control of nonlinear systems with isoperimetric constraints. - Qinglai Wei; Tao Li 058; Jie Zhang 116; Fei-Yue Wang 001 (Autom., 2025)

Guest Editorial: Emerging Trends in Safety-Critical Issues for Intelligent Automation Systems. - Chao Huang 006; Qinglai Wei; Huaguang Zhang; Andrey V. Savkin; Mohammed Chadli; Hailong Huang 001; Gaurav Pandey (IEEE Trans Autom. Sci. Eng., 2025)

Parallel Control With Event-Based Adaptive Critic Implementation for Robust Optimal Tracking of Uncertain Nonlinear Systems. - Shanshan Jiao 001; Qinglai Wei; Jun Xiao 005 (IEEE Trans Autom. Sci. Eng., 2025)

A Multi-Observer Based Optimal Control Method for Nonlinear Systems Under Sensor Attacks. - Hongyang Li 002; Qinglai Wei (IEEE Trans Autom. Sci. Eng., 2025)

Learning-Based Parallel Control for Unknown Nonaffine Nonzero-Sum Games. - Jingwei Lu; Qinglai Wei; Lefei Li (IEEE Trans Autom. Sci. Eng., 2025)

Multi-Viewpoint and Multi-Evaluation With Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability. - Qinglai Wei; Diancheng Chen; Beiming Yuan (IEEE Trans. Image Process., 2025)

Event-Triggered Robust Parallel Optimal Consensus Control for Multiagent Systems. - Qinglai Wei; Shanshan Jiao 001; Qi Dong 005; Fei-Yue Wang 001 (IEEE CAA J. Autom. Sinica, 2025)

Residential Energy Scheduling With Solar Energy Based on Dyna Adaptive Dynamic Programming. - Kang Xiong; Qinglai Wei; Hongyang Li 002 (IEEE CAA J. Autom. Sinica, 2025)

Synergetic Learning Neuro-Control for Unknown Affine Nonlinear Systems With Asymptotic Stability Guarantees. - Liao Zhu; Qinglai Wei; Ping Guo 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Parallel Control With Adaptive Critic-Actor Learning Implementation for State and Input Time-Delayed Nonlinear Continuous-Time Systems. - Shanshan Jiao 001; Qinglai Wei; Wendi Chen; Fei-Yue Wang 001 (IEEE Trans. Cybern., 2025)

Event-/Self-Triggered Adaptive Optimal Consensus Control for Nonlinear Multiagent System With Unknown Dynamics and Disturbances. - Qinglai Wei; Hao Jiang (IEEE Trans. Cybern., 2025)

Community Microgrid Energy Co-Scheduling Based on Deep Reinforcement Learning and Contribution Mechanisms. - Kang Xiong; Qinglai Wei; Yu Liu 078 (IEEE Trans. Smart Grid, 2025)

Secure Containment Control for Multi-UAV Systems by Fixed-Time Convergent Reinforcement Learning. - Feisheng Yang; Zhenyu Gong; Qinglai Wei; Yifei Lei (IEEE Trans. Cybern., 2025)

Parallel Control for Nonzero-Sum Games With Completely Unknown Nonlinear Dynamics via Reinforcement Learning. - Jingwei Lu; Qinglai Wei; Fei-Yue Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Reinforcement Learning for H∞ Optimal Control of Unknown Continuous-Time Linear Systems. - Hongyang Li 002; Qinglai Wei; Xiangmin Tan (IEEE Trans. Cybern., 2025)