Adaptive dynamic programming for optimal control of unknown nonlinear discrete-time systems. - Derong Liu 001; Ding Wang 001; Dongbin Zhao (ADPRL, 2011)

Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm. - Derong Liu 001; Ding Wang 001; Dongbin Zhao (IJCNN, 2011)

Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm. - Ding Wang 001; Derong Liu 001 (ISNN (2), 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)

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)

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 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)

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)

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)

Observer-Based Adaptive Output Feedback Control for Nonaffine Nonlinear Discrete-Time Systems Using Reinforcement Learning. - Xiong Yang 001; Derong Liu 001; Ding Wang 001 (ICONIP (1), 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)

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)

Neuro-optimal control for a class of unknown nonlinear dynamic systems using SN-DHP technique. - Ding Wang 001; Derong Liu 001 (Neurocomputing, 2013)

An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs. - Derong Liu 001; Ding Wang 001; Xiong Yang 001 (Inf. Sci., 2013)

A neural-network-based iterative GDHP approach for solving a class of nonlinear optimal control problems with control constraints. - Ding Wang 001; Derong Liu 001; Dongbin Zhao; Yuzhu Huang; Dehua Zhang (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)

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)

Reinforcement learning for adaptive optimal control of unknown continuous-time nonlinear systems with input constraints. - Xiong Yang 001; Derong Liu 001; Ding Wang 001 (Int. J. Control, 2014)

Full-range adaptive cruise control based on supervised adaptive dynamic programming. - Dongbin Zhao; Zhaohui Hu; Zhongpu Xia; Cesare Alippi; Yuanheng Zhu; Ding Wang 001 (Neurocomputing, 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)

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)

Approximate optimal solution of the DTHJB equation for a class of nonlinear affine systems with unknown dead-zone constraints. - Dehua Zhang; Derong Liu 001; Ding Wang 001 (Soft Comput., 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)

Continuous-time group consensus using distributed event-triggered control. - Hongwen Ma; Ding Wang 001; Derong Liu 001; Chao Li 024 (ICACI, 2015)

Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001 (ICONIP (3), 2015)

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

Data-driven virtual reference controller design for high-order nonlinear systems via neural network. - Pengfei Yan; 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)

Centralized and decentralized event-triggered control for group consensus with fixed topology in continuous time. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Fuxiao Tan; Chao Li 024 (Neurocomputing, 2015)

Model-Free Optimal Control for Affine Nonlinear Systems With Convergence Analysis. - Dongbin Zhao; Zhongpu Xia; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 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)

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)

Policy iteration for optimal control of weakly coupled nonlinear systems with completely unknown dynamics. - Chao Li 024; Ding Wang 001; Derong Liu 001; Haibo He (ACC, 2016)

Adaptive-critic-based event-driven nonlinear robust state feedback. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (CDC, 2016)

Event-Triggered Adaptive Dynamic Programming for Uncertain Nonlinear Systems. - Qichao Zhang; Dongbin Zhao; Ding Wang 001 (ICCSIP, 2016)

Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization. - Ding Wang 001; Hongwen Ma; Derong Liu 001; Huidong Wang (ICONIP (1), 2016)

Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched Interconnections. - Bo Zhao 015; Ding Wang 001; Guang Shi; Derong Liu 001; Yuanchun Li (ICONIP (3), 2016)

Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm. - Chao Li 024; Ding Wang 001; Derong Liu 001 (IJCNN, 2016)

Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networks. - Hongwen Ma; Derong Liu 001; Ding Wang 001 (IJCNN, 2016)

Decentralized guaranteed cost control of interconnected systems with uncertainties: A learning-based optimal control strategy. - Ding Wang 001; Derong Liu 001; Chaoxu Mu; Hongwen Ma (Neurocomputing, 2016)

Distributed control algorithm for bipartite consensus of the nonlinear time-delayed multi-agent systems with neural networks. - Ding Wang 001; Hongwen Ma; Derong Liu 001 (Neurocomputing, 2016)

Event-based input-constrained nonlinear H∞ state feedback with adaptive critic and neural implementation. - Ding Wang 001; Chaoxu Mu; Qichao Zhang; Derong Liu 001 (Neurocomputing, 2016)

Data-driven controller design for general MIMO nonlinear systems via virtual reference feedback tuning and neural networks. - Pengfei Yan; Derong Liu 001; Ding Wang 001; Hongwen Ma (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)

Bipartite output consensus in networked multi-agent systems of high-order power integrators with signed digraph and input noises. - Hongwen Ma; Derong Liu 001; Ding Wang 001; Biao Luo 001 (Int. J. Syst. Sci., 2016)

Data-based robust optimal control of continuous-time affine nonlinear systems with matched uncertainties. - Ding Wang 001; Chao Li 024; Derong Liu 001; Chaoxu Mu (Inf. Sci., 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)

Experience Replay for Optimal Control of Nonzero-Sum Game Systems With Unknown Dynamics. - Dongbin Zhao; Qichao Zhang; Ding Wang 001; Yuanheng Zhu (IEEE Trans. Cybern., 2016)

Editorial IEEE Transactions on Neural Networks and Learning Systems 2016 and Beyond. - Haibo He; Nitesh V. Chawla; Huanhuan Chen; Yoonsuck Choe; Andries P. Engelbrecht; Jaya deva; Lyle N. Long; Ali A. Minai; Feiping Nie 001; Umut Ozertem; Barak A. Pearlmutter; Ling Shao 001; et al. (IEEE Trans. Neural Networks Learn. Syst., 2016)

Model-Free Optimal Tracking Control via Critic-Only Q-Learning. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Ding Wang 001 (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)

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 001; Hongwen Ma (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Data-Based Adaptive Critic Designs for Nonlinear Robust Optimal Control With Uncertain Dynamics. - Ding Wang 001; Derong Liu 001; Qichao Zhang; Dongbin Zhao (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Adaptive critic designs for solving event-based H∞ control problems. - Ding Wang 001; Chaoxu Mu; Derong Liu 001 (ACC, 2017)

Robust Control of Uncertain Nonlinear Systems Based on Adaptive Dynamic Programming. - Jing Na; Jun Zhao 015; Guanbin Gao; Ding Wang 001 (ICONIP (3), 2017)

Adaptation-Oriented Near-Optimal Control and Robust Synthesis of an Overhead Crane System. - Ding Wang 001 (ICONIP (6), 2017)

Neural adaptive control of microgrid frequency regulation with wind power. - Weiqiang Liu 008; Chaoxu Mu; Ding Wang 001; Chao Luo; Chao Ren 003 (IECON, 2017)

Novel iterative neural dynamic programming for data-based approximate optimal control design. - Chaoxu Mu; Ding Wang 001; Haibo He (Autom., 2017)

Developing nonlinear adaptive optimal regulators through an improved neural learning mechanism. - Ding Wang 001; Chaoxu Mu (Sci. China Inf. Sci., 2017)

Bounded robust control design for uncertain nonlinear systems using single-network adaptive dynamic programming. - Yuzhu Huang; Ding Wang 001; Derong Liu 001 (Neurocomputing, 2017)

Adaptive tracking control for a class of continuous-time uncertain nonlinear systems using the approximate solution of HJB equation. - Chaoxu Mu; Changyin Sun 001; Ding Wang 001; Aiguo Song (Neurocomputing, 2017)

Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties. - Chaoxu Mu; Ding Wang 001 (Neurocomputing, 2017)

A novel neural optimal control framework with nonlinear dynamics: Closed-loop stability and simulation verification. - Ding Wang 001; Chaoxu Mu (Neurocomputing, 2017)

Policy Gradient Adaptive Dynamic Programming for Data-Based Optimal Control. - Biao Luo 001; Derong Liu 001; Huai-Ning Wu; Ding Wang 001; Frank L. Lewis (IEEE Trans. Cybern., 2017)

Improving the Critic Learning for Event-Based Nonlinear H∞ Control Design. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

Adaptive Critic Nonlinear Robust Control: A Survey. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Cybern., 2017)

Intelligent Critic Control With Disturbance Attenuation for Affine Dynamics Including an Application to a Microgrid System. - Ding Wang 001; Haibo He; Chaoxu Mu; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

Event-Driven Nonlinear Discounted Optimal Regulation Involving a Power System Application. - Ding Wang 001; Haibo He; Xiangnan Zhong; Derong Liu 001 (IEEE Trans. Ind. Electron., 2017)

Event-Driven Adaptive Robust Control of Nonlinear Systems With Uncertainties Through NDP Strategy. - Ding Wang 001; Chaoxu Mu; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Event-Based Constrained Robust Control of Affine Systems Incorporating an Adaptive Critic Mechanism. - Ding Wang 001; Chaoxu Mu; Xiong Yang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2017)

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)

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)

Connectivity preservation of second-order nonlinear multiagent systems with hybrid event-driven and time-driven control. - Hongwen Ma; Ding Wang 001; Derong Liu 001 (Int. J. Syst. Sci., 2018)

Connectivity preserved nonlinear time-delayed multiagent systems using neural networks and event-based mechanism. - Hongwen Ma; Ding Wang 001 (Neural Comput. Appl., 2018)

Neural robust stabilization via event-triggering mechanism and adaptive learning technique. - Ding Wang 001; Derong Liu 001 (Neural Networks, 2018)

Neural network robust tracking control with adaptive critic framework for uncertain nonlinear systems. - Ding Wang 001; Derong Liu 001; Yun Zhang 001; Hongyi Li 001 (Neural Networks, 2018)

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)

Decentralized adaptive optimal stabilization of nonlinear systems with matched interconnections. - Chaoxu Mu; Changyin Sun 001; Ding Wang 001; Aiguo Song; Chengshan Qian (Soft Comput., 2018)

Data-Driven Finite-Horizon Approximate Optimal Control for Discrete-Time Nonlinear Systems Using Iterative HDP Approach. - Chaoxu Mu; Ding Wang 001; Haibo He (IEEE Trans. Cybern., 2018)

Model-Free Adaptive Control for Unknown Nonlinear Zero-Sum Differential Game. - Xiangnan Zhong; Haibo He; Ding Wang 001; Zhen Ni (IEEE Trans. Cybern., 2018)

Adaptive-Critic-Based Robust Trajectory Tracking of Uncertain Dynamics and Its Application to a Spring-Mass-Damper System. - Ding Wang 001; Chaoxu Mu (IEEE Trans. Ind. Electron., 2018)

Intelligent Optimal Control With Critic Learning for a Nonlinear Overhead Crane System. - Ding Wang 001; Haibo He; Derong Liu 001 (IEEE Trans. Ind. Informatics, 2018)

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

Learning and Guaranteed Cost Control With Event-Based Adaptive Critic Implementation. - Ding Wang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Adaptive Neural Output-Feedback Control for a Class of Nonlower Triangular Nonlinear Systems With Unmodeled Dynamics. - Huanqing Wang 001; Peter Xiaoping Liu; Shuai Li 002; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Neural Network Learning and Robust Stabilization of Nonlinear Systems With Dynamic Uncertainties. - Ding Wang 001; Derong Liu 001; Chaoxu Mu; Yun Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

On Mixed Data and Event Driven Design for Adaptive-Critic-Based Nonlinear H∞ Control. - Ding Wang 001; Chaoxu Mu; Derong Liu 001; Hongwen Ma (IEEE Trans. Neural Networks Learn. Syst., 2018)

Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. - Qichao Zhang; Dongbin Zhao; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Data-Based Optimal Control for Weakly Coupled Nonlinear Systems Using Policy Iteration. - Chao Li 024; Derong Liu 001; Ding Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Decentralized Control for Large-Scale Nonlinear Systems With Unknown Mismatched Interconnections via Policy Iteration. - Bo Zhao 015; Ding Wang 001; Guang Shi; Derong Liu 001; Yuanchun Li (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Advanced policy learning near-optimal regulation. - Ding Wang 001; Xiangnan Zhong (IEEE CAA J. Autom. Sinica, 2019)

Approximate neural optimal control with reinforcement learning for a torsional pendulum device. - Ding Wang 001; Junfei Qiao 001 (Neural Networks, 2019)

Adaptive Neural State-Feedback Tracking Control of Stochastic Nonlinear Switched Systems: An Average Dwell-Time Method. - Ben Niu 003; Ding Wang 001; Naif D. Alotaibi; Fuad E. Alsaadi (IEEE Trans. Neural Networks Learn. Syst., 2019)

Control-Limited Adaptive Dynamic Programming for Multi-Battery Energy Storage Systems. - Yuanheng Zhu; Dongbin Zhao; Xiangjun Li; Ding Wang 001 (IEEE Trans. Smart Grid, 2019)

A Novel Neural-Network-Based Adaptive Control Scheme for Output-Constrained Stochastic Switched Nonlinear Systems. - Ben Niu 003; Ding Wang 001; Huan Li; Xue-Jun Xie; Naif D. Alotaibi; Fuad E. Alsaadi (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Data-based composite control design with critic intelligence for a wastewater treatment platform. - Ding Wang 001; Mingming Ha; Junfei Qiao 001; Jun Yan 007; Yingbo Xie (Artif. Intell. Rev., 2020)

Asymptotically stable critic designs for approximate optimal stabilization of nonlinear systems subject to mismatched external disturbances. - Bo Zhao 015; Guang Shi; Ding Wang 001 (Neurocomputing, 2020)

Event-triggered constrained control with DHP implementation for nonaffine discrete-time systems. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Inf. Sci., 2020)

Improved value iteration for neural-network-based stochastic optimal control design. - Mingming Liang; Ding Wang 001; Derong Liu 001 (Neural Networks, 2020)

Self-Learning Optimal Regulation for Discrete-Time Nonlinear Systems Under Event-Driven Formulation. - Ding Wang 001; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Autom. Control., 2020)

Intelligent Critic Control With Robustness Guarantee of Disturbed Nonlinear Plants. - Ding Wang 001 (IEEE Trans. Cybern., 2020)

Robust Policy Learning Control of Nonlinear Plants With Case Studies for a Power System Application. - Ding Wang 001 (IEEE Trans. Ind. Informatics, 2020)

Adaptive Neural Output-Feedback Controller Design of Switched Nonlower Triangular Nonlinear Systems With Time Delays. - Ben Niu 003; Ding Wang 001; Ming Liu 014; Xinmin Song; Huanqing Wang 001; Peiyong Duan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Event-Triggered Adaptive Critic Control Design for Discrete-Time Constrained Nonlinear Systems. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Model-Free H∞ Optimal Tracking Control of Constrained Nonlinear Systems via an Iterative Adaptive Learning Algorithm. - Jiaxu Hou; Ding Wang 001; Derong Liu 001; Yun Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Neuro-Optimal Control for Discrete Stochastic Processes via a Novel Policy Iteration Algorithm. - Mingming Liang; Ding Wang 001; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Event-Triggered Intelligent Critic Design for Constrained Nonaffine Nonzero-Sum Games. - Lingzhi Hu; Ding Wang 001; Ning Gao; Mingming Zhao (ICRAI, 2021)

Adaptive-critic-based hybrid intelligent optimal tracking for a class of nonlinear discrete-time systems. - Ding Wang 001; Mingming Zhao; Mingming Ha; Lingzhi Hu (Eng. Appl. Artif. Intell., 2021)

Adaptive neural tracking control of high-order nonlinear systems with quantized input. - Huanqing Wang 001; Siwen Liu; Ding Wang 001; Ben Niu 003; Ming Chen 020 (Neurocomputing, 2021)

A novel decomposition-based multiobjective evolutionary algorithm using improved multiple adaptive dynamic selection strategies. - Yingbo Xie; Junfei Qiao 001; Ding Wang 001; Baocai Yin (Inf. Sci., 2021)

Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Neural Networks, 2021)

Neural optimal tracking control of constrained nonaffine systems with a wastewater treatment application. - Ding Wang 001; Mingming Zhao; Mingming Ha; Jin Ren (Neural Networks, 2021)

Generalized value iteration for discounted optimal control with stability analysis. - Mingming Ha; Ding Wang 001; Derong Liu 001 (Syst. Control. Lett., 2021)

Data-Driven Iterative Adaptive Critic Control Toward an Urban Wastewater Treatment Plant. - Ding Wang 001; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Ind. Electron., 2021)

The intelligent critic framework for advanced optimal control. - Ding Wang 001; Mingming Ha; Mingming Zhao (Artif. Intell. Rev., 2022)

Discounted Iterative Adaptive Critic Designs With Novel Stability Analysis for Tracking Control. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE CAA J. Autom. Sinica, 2022)

Adaptive Decentralized Asymptotic Tracking Control for Large-Scale Nonlinear Systems With Unknown Strong Interconnections. - Ben Niu 003; Jidong Liu; Ding Wang 001; Xudong Zhao 001; Huanqing Wang 001 (IEEE CAA J. Autom. Sinica, 2022)

Neural critic learning for tracking control design of constrained nonlinear multi-person zero-sum games. - Menghua Li; Ding Wang 001; Junfei Qiao 001 (Neurocomputing, 2022)

Novel optimal trajectory tracking for nonlinear affine systems with an advanced critic learning structure. - Ding Wang 001; Huiling Zhao; Mingming Zhao; Jin Ren (Neural Networks, 2022)

Online Value Iteration for Intelligent Discounted Tracking Design of Constrained Systems. - Ding Wang 001; Junlong Wu; Jin Ren; Junfei Qiao 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Offline and Online Adaptive Critic Control Designs With Stability Guarantee Through Value Iteration. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Cybern., 2022)

Self-Learning Robust Control Synthesis and Trajectory Tracking of Uncertain Dynamics. - Ding Wang 001; Long Cheng 001; Jun Yan 007 (IEEE Trans. Cybern., 2022)

An Approximate Neuro-Optimal Solution of Discounted Guaranteed Cost Control Design. - Ding Wang 001; Junfei Qiao 001; Long Cheng 001 (IEEE Trans. Cybern., 2022)

Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge. - Yingbo Xie; Shengxiang Yang; Ding Wang 001; Junfei Qiao 001; Baocai Yin (IEEE Trans. Evol. Comput., 2022)

Policy Gradient Adaptive Critic Design With Dynamic Prioritized Experience Replay for Wastewater Treatment Process Control. - Ruyue Yang; Ding Wang 001; Junfei Qiao 001 (IEEE Trans. Ind. Informatics, 2022)

Adaptive Optimal Control for Unknown Constrained Nonlinear Systems With a Novel Quasi-Model Network. - Xiumei Han; Xudong Zhao 001; Hamid Reza Karimi; Ding Wang 001; Guangdeng Zong (IEEE Trans. Neural Networks Learn. Syst., 2022)

Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control for Nonlinear Systems With Full-State Constraints and Application to a Single-Link Robot. - Jia-Ming Zhang 003; Ben Niu 003; Ding Wang 001; Huanqing Wang 001; Ping Zhao 002; Guangdeng Zong (IEEE Trans. Neural Networks Learn. Syst., 2022)

Building Transportation Foundation Model via Generative Graph Transformer. - Xuhong Wang; Ding Wang 001; Liang Chen; Fei-Yue Wang 001; Yilun Lin 002 (ITSC, 2023)

TransWorldNG: Traffic Simulation via Foundation Model. - Ding Wang 001; Xuhong Wang; Liang Chen; Shengyue Yao; Ming Jing; Honghai Li; Shiqiang Bao; Li Li 013; Fei-Yue Wang 001; Yilun Lin 002 (ITSC, 2023)

RoW-based Parallel Control for Mixed Traffic Scenario: A Case Study on Lane-Changing. - Jingru Yu; Yi Yu 010; Shengyue Yao; Ding Wang 001; Pinlong Cai; Honghai Li; Li Li 013; Fei-Yue Wang 001; Yilun Lin 002 (ITSC, 2023)

Building Transportation Foundation Model via Generative Graph Transformer. - Xuhong Wang; Ding Wang 001; Liang Chen; Yilun Lin 002 (CoRR, 2023)

IR Design for Application-Specific Natural Language: A Case Study on Traffic Data. - Wei Hu; Xuhong Wang; Ding Wang 001; Shengyue Yao; Zuqiu Mao; Li Li 013; Fei-Yue Wang 001; Yilun Lin 002 (CoRR, 2023)

Evolutionary City: Towards a Flexible, Agile and Symbiotic System. - Xi Chen; Wei Hu; Jingru Yu; Ding Wang 001; Shengyue Yao; Yilun Lin 002; Fei-Yue Wang 001 (CoRR, 2023)

Data-driven tracking control design with reinforcement learning involving a wastewater treatment application. - Ding Wang 001; Xin Li 055; Lingzhi Hu; Junfei Qiao 001 (Eng. Appl. Artif. Intell., 2023)

Event-based online learning control design with eligibility trace for discrete-time unknown nonlinear systems. - Ding Wang 001; Jiangyu Wang; Lingzhi Hu; Mingming Zhao (Eng. Appl. Artif. Intell., 2023)

Event-triggered constrained neural critic control of nonlinear continuous-time multiplayer nonzero-sum games. - Menghua Li; Ding Wang 001; Mingming Zhao; Junfei Qiao 001 (Inf. Sci., 2023)

Evolving and Incremental Value Iteration Schemes for Nonlinear Discrete-Time Zero-Sum Games. - Mingming Zhao; Ding Wang 001; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Cybern., 2023)

An event-triggered neural critic technique for nonzero-sum game design with control constraints. - Lingzhi Hu; Ding Wang 001; Jin Ren; Jiangyu Wang; Junfei Qiao 001 (Int. J. Syst. Sci., 2023)

Off-Policy Model-Free Learning for Multi-Player Non-Zero-Sum Games With Constrained Inputs. - Yu Huo; Ding Wang 001; Junfei Qiao 001; Menghua Li (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

Adaptive Neural Control of Nonlinear Nonstrict Feedback Systems With Full-State Constraints: A Novel Nonlinear Mapping Method. - Jiaming Zhang 003; Ben Niu 003; Ding Wang 001; Huanqing Wang 001; Peiyong Duan; Guangdeng Zong (IEEE Trans. Neural Networks Learn. Syst., 2023)

Dual Event-Triggered Constrained Control Through Adaptive Critic for Discrete-Time Zero-Sum Games. - Ding Wang 001; Lingzhi Hu; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Decentralised tracking control based on critic learning for nonlinear disturbed interconnected systems. - Ding Wang 001; Wenqian Fan; Menghua Li; Junfei Qiao 001 (Int. J. Syst. Sci., 2023)

Discounted Near-Optimal Control of Affine Systems via a Progressive Cost Evolution Formulation. - Ding Wang 001; Junlong Wu; Lingzhi Hu; Junfei Qiao 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2023)

Discounted linear Q-learning control with novel tracking cost and its stability. - Ding Wang 001; Jin Ren; Mingming Ha (Inf. Sci., 2023)

Mobility 5.0: Smart Logistics and Transportation Services in Cyber-Physical-Social Systems. - Yilun Lin 002; Xiaoxiang Na; Ding Wang 001; Xingyuan Dai; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2023)

Neuro-Optimal Trajectory Tracking With Value Iteration of Discrete-Time Nonlinear Dynamics. - Ding Wang 001; Mingming Ha; Long Cheng 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control. - Ding Wang 001; Jiangyu Wang; Mingming Zhao; Peng Xin; Junfei Qiao 001 (IEEE CAA J. Autom. Sinica, 2023)

Time-/Event-Triggered Adaptive Neural Asymptotic Tracking Control of Nonlinear Interconnected Systems With Unmodeled Dynamics and Prescribed Performance. - Tingting Cheng; Ben Niu 003; Jiaming Zhang 003; Ding Wang 001; Zhenhua Wang 004 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Adaptive Critic for Event-Triggered Unknown Nonlinear Optimal Tracking Design With Wastewater Treatment Applications. - Ding Wang 001; Lingzhi Hu; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

System Stability of Learning-Based Linear Optimal Control With General Discounted Value Iteration. - Ding Wang 001; Jin Ren; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Advanced value iteration for discrete-time intelligent critic control: A survey. - Mingming Zhao; Ding Wang 001; Junfei Qiao 001; Mingming Ha; Jin Ren (Artif. Intell. Rev., 2023)

Dichotomy value iteration with parallel learning design towards discrete-time zero-sum games. - Jiangyu Wang; Ding Wang 001; Xin Li 055; Junfei Qiao 001 (Neural Networks, 2023)

Switching Event-Triggered Adaptive Resilient Dynamic Surface Control for Stochastic Nonlinear CPSs With Unknown Deception Attacks. - Ben Niu 003; Wendi Chen; Wei Su; Huanqing Wang 001; Ding Wang 001; Xudong Zhao 001 (IEEE Trans. Cybern., 2023)

A Novel Value Iteration Scheme With Adjustable Convergence Rate. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Autonomous Services: The Evolution of Services Through Intelligent Vehicles. - Zheng Jing; Lefei Li; Yudan Lyu; Ridong Wang; Yutong Wang 001; Ding Wang 001; Fei-Yue Wang 001 (IEEE Trans. Intell. Veh., 2023)

Stability and Admissibility Analysis for Zero-Sum Games Under General Value Iteration Formulation. - Ding Wang 001; Mingming Zhao; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Novel Discounted Optimal Tracking Design Under Offline and Online Formulations for Asymmetric Constrained Systems. - Ding Wang 001; Junlong Wu; Jin Ren; Peng Xin; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Online Nonaffine Optimal Tracking Control via Direct Heuristic Dynamic Programming. - Nan Liu; Ding Wang 001; Jin Ren; Mingming Zhao (ASCC, 2024)

Data on the Move: Traffic-Oriented Data Trading Platform Powered by AI Agent with Common Sense. - Yi Yu 010; Shengyue Yao; Tianchen Zhou; Yexuan Fu; Jingru Yu; Ding Wang 001; Xuhong Wang; Cen Chen 001; Yilun Lin 002 (IV, 2024)

Reinforcement learning control with n-step information for wastewater treatment systems. - Xin Li 055; Ding Wang 001; Mingming Zhao; Junfei Qiao 001 (Eng. Appl. Artif. Intell., 2024)

Multilayer adaptive critic design with digital twin for data-driven optimal tracking control and industrial applications. - Ding Wang 001; Hongyu Ma; Junfei Qiao 001 (Eng. Appl. Artif. Intell., 2024)

Adaptive critic design with weight allocation for intelligent learning control of wastewater treatment plants. - Ding Wang 001; Hongyu Ma; Jin Ren; Ning Gao; Junfei Qiao 001 (Eng. Appl. Artif. Intell., 2024)

Supplementary heuristic dynamic programming for wastewater treatment process control. - Ding Wang 001; Xin Li 055; Peng Xin; Ao Liu 012; Junfei Qiao 001 (Expert Syst. Appl., 2024)

Novel generalized policy iteration for efficient evolving control of nonlinear systems. - Haiming Huang; Ding Wang 001; Hua Wang; Junlong Wu; Mingming Zhao (Neurocomputing, 2024)

Evolution-guided value iteration for optimal tracking control. - Haiming Huang; Ding Wang 001; Mingming Zhao; Qinna Hu (Neurocomputing, 2024)

Adjustable iterative Q-learning for advanced neural tracking control with stability guarantee. - Yuan Wang 056; Ding Wang 001; Mingming Zhao; Ao Liu 012; Junfei Qiao 001 (Neurocomputing, 2024)

Advanced optimal tracking integrating a neural critic technique for asymmetric constrained zero-sum games. - Menghua Li; Ding Wang 001; Jin Ren; Junfei Qiao 001 (Neural Networks, 2024)

Neural Q-learning for discrete-time nonlinear zero-sum games with adjustable convergence rate. - Yuan Wang 056; Ding Wang 001; Mingming Zhao; Nan Liu; Junfei Qiao 001 (Neural Networks, 2024)

Neural critic learning with accelerated value iteration for nonlinear model predictive control. - Peng Xin; Ding Wang 001; Ao Liu 012; Junfei Qiao 001 (Neural Networks, 2024)

Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications. - Ding Wang 001; Ning Gao; Derong Liu 001; Jinna Li; Frank L. Lewis (IEEE CAA J. Autom. Sinica, 2024)

Decentralized Event-Triggered Asymmetric Constrained Control Through Adaptive Critic Designs for Nonlinear Interconnected Systems. - Yu Huo; Ding Wang 001; Menghua Li; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Intelligent Optimal Control of Constrained Nonlinear Systems via Receding-Horizon Heuristic Dynamic Programming. - Ding Wang 001; Peng Xin; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Event-triggered-based online integral reinforcement learning for optimal control of unknown constrained nonlinear systems. - Xiumei Han; Xudong Zhao 001; Ding Wang 001; Bohui Wang (Int. J. Control, 2024)

Decentralized Optimal Neurocontroller Design for Mismatched Interconnected Systems via Integral Policy Iteration. - Ding Wang 001; Wenqian Fan; Ao Liu 012; Junfei Qiao 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Adaptive Critic Control Design With Knowledge Transfer for Wastewater Treatment Applications. - Ding Wang 001; Xin Li 055; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Ind. Informatics, 2024)

Adjustable Iterative Q-Learning Schemes for Model-Free Optimal Tracking Control. - Junfei Qiao 001; Mingming Zhao; Ding Wang 001; Mingming Ha (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Model-free intelligent critic design with error analysis for neural tracking control. - Ning Gao; Ding Wang 001; Mingming Zhao; Lingzhi Hu (Neurocomputing, 2024)

Cooperative ETM-Based Adaptive Neural Network Tracking Control for Nonlinear Pure-Feedback MASs: A Special-Shaped Laplacian Matrix Method. - Qiangqiang Zhu; Ben Niu 003; Ding Wang 001; Shengtao Li; Xiaomei Wang; Jie Kong (IEEE Trans. Neural Networks Learn. Syst., 2024)

Iterative Q-Learning for Model-Free Optimal Control With Adjustable Convergence Rate. - Ding Wang 001; Yuan Wang 056; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Action-Dependent Heuristic Dynamic Programming With Experience Replay for Wastewater Treatment Processes. - Junfei Qiao 001; Mingming Zhao; Ding Wang 001; Menghua Li (IEEE Trans. Ind. Informatics, 2024)

Asymmetric Constrained Optimal Tracking Control With Critic Learning of Nonlinear Multiplayer Zero-Sum Games. - Junfei Qiao 001; Menghua Li; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Novel Discounted Adaptive Critic Control Designs With Accelerated Learning Formulation. - Mingming Ha; Ding Wang 001; Derong Liu 001 (IEEE Trans. Cybern., 2024)

Adaptive Fuzzy Practical Predefined-Time Bipartite Consensus Tracking Control for Heterogeneous Nonlinear MASs With Actuator Faults. - Ben Niu 003; Jihang Sui; Xudong Zhao 001; Ding Wang 001; Xinliang Zhao; Yi Niu (IEEE Trans. Fuzzy Syst., 2024)

A model-free deep integral policy iteration structure for robust control of uncertain systems. - Ding Wang 001; Ao Liu 012; Junfei Qiao 001 (Int. J. Syst. Sci., 2024)

Advanced Optimal Tracking Control With Stability Guarantee via Novel Value Learning Formulation. - Ding Wang 001; Junlong Wu; Mingming Ha; Mingming Zhao; Menghua Li; Junfei Qiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Adaptive Event-Triggered Control for Non-Strict Feedback Nonlinear CPSs With Time Delays Against Deception Attacks and Actuator Faults. - Wen-Di Chen; Ben Niu 003; Huan-Qing Wang 001; Haitao Li 001; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2024)

Model-Free Optimal Tracking Design With Evolving Control Strategies via Q-Learning. - Ding Wang 001; Haiming Huang; Mingming Zhao (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Intelligent-Critic-Based Tracking Control of Discrete-Time Input-Affine Systems and Approximation Error Analysis With Application Verification. - Ding Wang 001; Ning Gao; Mingming Ha; Mingming Zhao; Junlong Wu; Junfei Qiao 001 (IEEE Trans. Cybern., 2024)

Convergence and Stability of Optimal Regulation via Generalized N-Step Value Gradient Learning. - Ding Wang 001; Mingming Zhao; Mingming Ha; Junfei Qiao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Offline Data-Driven Adaptive Critic Design With Variational Inference for Wastewater Treatment Process Control. - Junfei Qiao 001; Ruyue Yang; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Finite-Time Bipartite Consensus Tracking Control for Heterogeneous Nonlinear MASs With Time-Varying Output Constraints. - Zihao Shang; Yuqiang Jiang; Ben Niu 003; Xudong Zhao 001; Ding Wang 001; Bin Li 005 (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Event-Triggered Consensus Tracking Control Schemes for Uncertain Constrained Nonlinear Multi-Agent Systems. - Xiaomei Wang; Ben Niu 003; Jia-Ming Zhang 003; Huanqing Wang 001; Yuqiang Jiang; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Critic Tracking Design for Data-Based Nonaffine Predictive Control. - Ding Wang 001; Peng Xin; Jin Ren; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2024)

Event-Triggered-Based Consensus Neural Network Tracking Control for Nonlinear Pure-Feedback Multiagent Systems With Delayed Full-State Constraints. - Xiao-An Wang; Guangju Zhang; Ben Niu 003; Ding Wang 001; Xiaomei Wang (IEEE Trans Autom. Sci. Eng., 2024)

Evolution-Guided Adaptive Dynamic Programming for Nonlinear Optimal Control. - Ding Wang 001; Haiming Huang; Derong Liu 001; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Novel Parallel Formulation for Iterative Reinforcement Learning Control. - Ding Wang 001; Jiangyu Wang; Lingzhi Hu; Liguo Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Safe Q-Learning for Data-Driven Nonlinear Optimal Control with Asymmetric State Constraints. - Mingming Zhao; Ding Wang 001; Shijie Song; Junfei Qiao 001 (IEEE CAA J. Autom. Sinica, 2024)

General multi-step value iteration for optimal learning control. - Ding Wang 001; Jiangyu Wang; Derong Liu 001; Junfei Qiao 001 (Autom., 2025)

Adjustable behavior-guided adaptive dynamic programming for neural learning control. - Guohan Tang; Ding Wang 001; Ao Liu 012; Junfei Qiao 001 (Neurocomputing, 2025)

Temporal difference learning with multi-step returns for intelligent optimal control of dynamic systems. - Peng Xin; Ding Wang 001; Ao Liu 012; Junfei Qiao 001 (Neurocomputing, 2025)

Enhancing offline reinforcement learning for wastewater treatment via transition filter and prioritized approximation loss. - Ruyue Yang; Ding Wang 001; Menghua Li; Chengyu Cui; Junfei Qiao 001 (Neurocomputing, 2025)

Evolution-guided Q-learning for tracking control of unknown dynamic systems. - Zeqiang Yuan; Ding Wang 001; Jiangyu Wang; Mingming Zhao; Junfei Qiao 001 (Neurocomputing, 2025)

Fault Detection and Isolation for Multiagent Systems Under Event-Triggered Communication: A Zonotopic Joint Estimation Method. - Mingliang Tian; Zhihua Guo 001; Xing Wang; Ben Niu 003; Xinjun Wang; Ding Wang 001; Huanqing Wang 001 (IEEE Internet Things J., 2025)

Self-triggered neural tracking control for discrete-time nonlinear systems via adaptive critic learning. - Lingzhi Hu; Ding Wang 001; Gongming Wang; Junfei Qiao 001 (Neural Networks, 2025)

Neural-network-based accelerated safe Q-learning for optimal control of discrete-time nonlinear systems with state constraints. - Mingming Zhao; Ding Wang 001; Junfei Qiao 001 (Neural Networks, 2025)

Swarm-intelligence-based value iteration for optimal regulation of continuous-time nonlinear systems. - Ding Wang 001; Qinna Hu; Ao Liu 012; Junfei Qiao 001 (Swarm Evol. Comput., 2025)

A weighted knowledge extraction strategy for dynamic multi-objective optimization. - Yingbo Xie; Junfei Qiao 001; Ding Wang 001 (Swarm Evol. Comput., 2025)

An Improved Trajectory Tracking Mechanism With Adaptive Critic for Event-Based Multiplayer Zero-Sum Games. - Menghua Li; Ding Wang 001; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2025)

Adaptive Prescribed-Time Consensus Tracking Control Scheme of Nonlinear Multi-Agent Systems Under Deception Attacks. - Ben Niu 003; Yahui Gao; Guangju Zhang; Xudong Zhao 001; Huanqing Wang 001; Ding Wang 001; Chao Liu (IEEE Trans Autom. Sci. Eng., 2025)

Adaptive Fuzzy Resilient Fixed-Time Bipartite Consensus Tracking Control for Nonlinear MASs Under Sensor Deception Attacks. - Ben Niu 003; Zihao Shang; Guangju Zhang; Wendi Chen; Huanqing Wang 001; Xudong Zhao 001; Ding Wang 001 (IEEE Trans Autom. Sci. Eng., 2025)

Discounted Stable Adaptive Critic Design for Zero-Sum Games With Application Verifications. - Jin Ren; Ding Wang 001; Menghua Li; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2025)

Prescribed Performance Adaptive Containment Control for Full-State Constrained Nonlinear Multiagent Systems: A Disturbance Observer-Based Design Strategy. - Jihang Sui; Chao Liu; Ben Niu 003; Xudong Zhao 001; Ding Wang 001; Bocheng Yan (IEEE Trans Autom. Sci. Eng., 2025)

Online Digital Twin Adaptive Critic Design With Long Short-Term Memory for Wastewater Treatment Plants. - Ding Wang 001; Hongyu Ma; Jin Ren; Honggui Han; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2025)

Evolution-Guided Q-Learning With Dual Swarm Intelligence for Model-Free Optimal Control. - Ding Wang 001; Zeqiang Yuan; Guohan Tang; Jiangyu Wang; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2025)

Optimizing Wastewater Treatment Control Using Policy-Constrained Offline Reinforcement Learning and Lyapunov Density Model. - Ruyue Yang; Ding Wang 001; Junfei Qiao 001 (IEEE Trans Autom. Sci. Eng., 2025)

Online Fault-Tolerant Tracking Control With Adaptive Critic for Nonaffine Nonlinear Systems. - Ding Wang 001; Lingzhi Hu; Xiaoli Li 011; Junfei Qiao 001 (IEEE CAA J. Autom. Sinica, 2025)

Composite-Observer-Based Adaptive Consensus Tracking Control for Nonlinear MASs With Unknown Control Directions Against Deception Attacks. - Luyao Wen; Ben Niu 003; Xudong Zhao 001; Guangdeng Zong; Ding Wang 001; Wencheng Wang 002; Yuqiang Jiang (IEEE Trans. Cybern., 2025)

Nonperiodic and Periodic Event-Triggered Online H∞ Control for Constrained Nonlinear Systems. - Ding Wang 001; Lingzhi Hu; Hua Wang; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Integrated Online Q-Learning Design for Wastewater Treatment Processes. - Mingming Zhao; Ding Wang 001; Jin Ren; Junfei Qiao 001 (IEEE Trans. Ind. Informatics, 2025)

Adaptive Secure Bipartite Consensus Tracking Control for Nonlinear Multiagent Systems Under FDI Attacks With Predefined Accuracy. - Luyao Wen; Ben Niu 003; Ding Wang 001; Yuqiang Jiang; Chao Liu; Huanqing Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Event-Triggered Adaptive Finite-Time Control for a Robotic Manipulator System With Global Prescribed Performance and Asymptotic Tracking. - Jihang Sui; Ben Niu 003; Yongsheng Ou; Xudong Zhao 001; Ding Wang 001 (IEEE Trans. Cybern., 2025)

Relaxed Optimal Control With Self-Learning Horizon for Discrete-Time Stochastic Dynamics. - Ding Wang 001; Jiangyu Wang; Ao Liu 012; Derong Liu 001; Junfei Qiao 001 (IEEE Trans. Cybern., 2025)

Adaptive Fuzzy Consensus Tracking Using Monotone Tube Boundary Functions for Nonlinear MASs Under FDI Attacks: A Single-Parameter Integration Approach. - Ben Niu 003; Luyao Wen; Xudong Zhao 001; Guangdeng Zong; Ding Wang 001; Baoyi Zhang (IEEE Trans. Fuzzy Syst., 2025)

Adaptive Fuzzy Nonsingular Fixed-Time Bipartite Consensus Tracking Using Adding Power Integration Technique for Stochastic Nonlinear Constrained MASs. - Ben Niu 003; Yan Zhu; Yingying Liu; Zihao Shang; Ding Wang 001; Huanqing Wang 001; Wencheng Wang 002 (IEEE Trans. Fuzzy Syst., 2025)

Reinforcement Learning for Robust Dynamic Event-Driven Constrained Control. - Xiong Yang 001; Ding Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adaptive Prescribed Finite-Time Bipartite Consensus Control for Nonaffine Nonlinear MASs Under Structurally Unbalanced Topology. - Xiaomei Wang; Yongduan Song; Xudong Zhao 001; Huanqing Wang 001; Ding Wang 001; Ben Niu 003 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Hybrid Event-Triggered Control with Stability Analysis. - Ding Wang 001; Lingzhi Hu; Junfei Qiao 001 (IEEE CAA J. Autom. Sinica, 2025)

Accelerated Value Iteration-Based Safe Q-Learning for Data-Driven Optimal Tracking Control. - Mingming Zhao; Ding Wang 001; Shijie Song; Junfei Qiao 001 (IEEE Trans. Cybern., 2025)

Iterative Q-Learning Design for Zero-Sum Games With Evolving Policies. - Ding Wang 001; Yuan Wang 056; Mingming Zhao; Junfei Qiao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Model-Free Neuro-Fuzzy Q-Learning Control With Swarm Intelligence. - Ding Wang 001; Zeqiang Yuan; Ao Liu 012; Qiao Lin; Junfei Qiao 001 (IEEE Trans. Fuzzy Syst., 2025)

Finite-Time Adaptive Bipartite Consensus Tracking Control for Constrained Nonlinear MASs: A Locally Optimal Bipartition Strategy. - Xiaomei Wang; Ben Niu 003; Xudong Zhao 001; Yingying Liu; Ding Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)