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

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)

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

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

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)

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 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)

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)

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

H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. - Biao Luo 001; Derong Liu 001; Xiong Yang 001; Hongwen Ma (ISNN, 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)

Data-Driven H∞ Control for Nonlinear Distributed Parameter Systems. - Biao Luo 001; Tingwen Huang; Huai-Ning Wu; Xiong Yang 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)

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)

Data-based robust adaptive control for a class of unknown nonlinear constrained-input systems via integral reinforcement learning. - Xiong Yang 001; Derong Liu 001; Biao Luo 001; Chao Li 024 (Inf. Sci., 2016)

Online approximate solution of HJI equation for unknown constrained-input nonlinear continuous-time systems. - Xiong Yang 001; Derong Liu 001; Hongwen Ma; Yancai Xu (Inf. Sci., 2016)

Data-driven robust regulation of nonlinear systems with mismatched disturbances. - Xiong Yang 001; Haibo He (SSCI, 2017)

Observer-critic structure-based adaptive dynamic programming for decentralised tracking control of unknown large-scale nonlinear systems. - Bo Zhao 015; Derong Liu 001; Xiong Yang 001; Yuanchun Li (Int. J. Syst. Sci., 2017)

Multi-step heuristic dynamic programming for optimal control of nonlinear discrete-time systems. - Biao Luo 001; Derong Liu 001; Tingwen Huang; Xiong Yang 001; Hongwen Ma (Inf. Sci., 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)

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 critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections. - Xiong Yang 001; Haibo He (Neural Networks, 2018)

Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances. - Xiong Yang 001; Haibo He (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)

Policy Iteration for H∞ Optimal Control of Polynomial Nonlinear Systems via Sum of Squares Programming. - Yuanheng Zhu; Dongbin Zhao; Xiong Yang 001; Qichao Zhang (IEEE Trans. Cybern., 2018)

Adaptive Dynamic Programming for Robust Regulation and Its Application to Power Systems. - Xiong Yang 001; Haibo He; Xiangnan Zhong (IEEE Trans. Ind. Electron., 2018)

Adaptive Critic Designs for Event-Triggered Robust Control of Nonlinear Systems With Unknown Dynamics. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2019)

Event-Triggered Optimal Neuro-Controller Design With Reinforcement Learning for Unknown Nonlinear Systems. - Xiong Yang 001; Haibo He; Derong Liu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Event-driven H∞ control with critic learning for nonlinear systems. - Xiong Yang 001; Zhongke Gao; Jinhui Zhang (Neural Networks, 2020)

A Coincidence-Filtering-Based Approach for CNNs in EEG-Based Recognition. - Zhongke Gao; Yanli Li; Yuxuan Yang 001; Na Dong; Xiong Yang 001; Celso Grebogi (IEEE Trans. Ind. Informatics, 2020)

Adaptive Dynamic Programming for Decentralized Stabilization of Uncertain Nonlinear Large-Scale Systems With Mismatched Interconnections. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Event-Triggered Robust Stabilization of Nonlinear Input-Constrained Systems Using Single Network Adaptive Critic Designs. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Adaptive Critic Learning and Experience Replay for Decentralized Event-Triggered Control of Nonlinear Interconnected Systems. - Xiong Yang 001; Haibo He (IEEE Trans. Syst. Man Cybern. Syst., 2020)

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

Decentralized Event-Triggered Control for a Class of Nonlinear-Interconnected Systems Using Reinforcement Learning. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Event-Driven H∞-Constrained Control Using Adaptive Critic Learning. - Xiong Yang 001; Haibo He (IEEE Trans. Cybern., 2021)

Approximate Dynamic Programming for Nonlinear-Constrained Optimizations. - Xiong Yang 001; Haibo He; Xiangnan Zhong (IEEE Trans. Cybern., 2021)

Multitask-Based Temporal-Channelwise CNN for Parameter Prediction of Two-Phase Flows. - Zhongke Gao; Linhua Hou; Wei-Dong Dang; Xinmin Wang; Xiaolin Hong; Xiong Yang 001; Guanrong Chen (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)

Decentralized Neurocontroller Design With Critic Learning for Nonlinear-Interconnected Systems. - Xiong Yang 001; Zhigang Zeng; Zhongke Gao (IEEE Trans. Cybern., 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)

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)

Reinforcement learning for robust stabilization of nonlinear systems with asymmetric saturating actuators. - Xiong Yang 001; Yingjiang Zhou; Zhongke Gao (Neural Networks, 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)

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)

Optimal Tracking Neuro-Control of Continuous Stirred Tank Reactor Systems: A Dynamic Event-Driven Approach. - Xiong Yang 001; Yingjiang Zhou (IEEE Trans. Artif. Intell., 2024)

Simultaneous Policy Iteration for Decentralized Control of Multi-Machine Power Systems. - Xiong Yang 001; Wenqian Zheng; Leijiao Ge (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

EEG-Based Motor Imagery Recognition Framework via Multisubject Dynamic Transfer and Iterative Self-Training. - He Wang; Peiyin Chen; Meng Zhang; Jianbo Zhang; Xinlin Sun; Mengyu Li; Xiong Yang 001; Zhongke Gao (IEEE Trans. Neural Networks Learn. Syst., 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)

Intermittent Feedback Optimal Control of Saturated-Input Nonlinear Systems via Adaptive Dynamic Programming. - Yuhong Tang; Xiong Yang 001; Chaoxu Mu; Yongduan Song (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Data-based decentralized control of nonlinear-constrained interconnected systems using reinforcement learning. - Guang Yang 005; Xiong Yang 001 (Neural Networks, 2025)

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

Unsupervised Domain Adaptation With Synchronized Self-Training for Cross- Domain Motor Imagery Recognition. - Peiyin Chen; Xiaofeng Liu 006; Chao Ma 015; He Wang; Xiong Yang 001; Celso Grebogi; Xiao Gu 003; Zhongke Gao (IEEE J. Biomed. Health Informatics, 2025)

Optimal Tracking Control for Leader-Following Consensus of Nonlinear Multiagent Systems. - Wei Su; Chaoxu Mu; Xiong Yang 001; Jinshan Bian; Changyin Sun 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)