Optimal tracking control for completely unknown nonlinear discrete-time Markov jump systems using data-based reinforcement learning method. - He Jiang 002; Huaguang Zhang; Yanhong Luo; Junyi Wang 003 (Neurocomputing, 2016)

Event-based H∞ consensus control for second-order leader-following multi-agent systems. - Ji Han; Huaguang Zhang; He Jiang 002 (J. Frankl. Inst., 2016)

Finite-horizon optimal control of unknown nonlinear time-delay systems. - Xiaohong Cui; Huaguang Zhang; Yanhong Luo; He Jiang 002 (Neurocomputing, 2017)

H∞ control with constrained input for completely unknown nonlinear systems using data-driven reinforcement learning method. - He Jiang 002; Huaguang Zhang; Yanhong Luo; Xiaohong Cui (Neurocomputing, 2017)

Neural-network-based control scheme for a class of nonlinear systems with actuator faults via data-driven reinforcement learning method. - He Jiang 002; Huaguang Zhang; Yang Liu 160; Ji Han (Neurocomputing, 2017)

Decentralized adaptive tracking control scheme for nonlinear large-scale interconnected systems via adaptive dynamic programming. - Qiuxia Qu; Huaguang Zhang; Tao Feng 006; He Jiang 002 (Neurocomputing, 2017)

Discrete-Time Nonzero-Sum Games for Multiplayer Using Policy-Iteration-Based Adaptive Dynamic Programming Algorithms. - Huaguang Zhang; He Jiang 002; Chaomin Luo; Geyang Xiao (IEEE Trans. Cybern., 2017)

Data-Driven Optimal Consensus Control for Discrete-Time Multi-Agent Systems With Unknown Dynamics Using Reinforcement Learning Method. - Huaguang Zhang; He Jiang 002; Yanhong Luo; Geyang Xiao (IEEE Trans. Ind. Electron., 2017)

Iterative ADP learning algorithms for discrete-time multi-player games. - He Jiang 002; Huaguang Zhang (Artif. Intell. Rev., 2018)

H∞ consensus for linear heterogeneous multi-agent systems with state and output feedback control. - Ji Han; Huaguang Zhang; He Jiang 002; Xun Sun (Neurocomputing, 2018)

Robust control scheme for a class of uncertain nonlinear systems with completely unknown dynamics using data-driven reinforcement learning method. - He Jiang 002; Huaguang Zhang; Yang Cui 002; Geyang Xiao (Neurocomputing, 2018)

Iterative adaptive dynamic programming methods with neural network implementation for multi-player zero-sum games. - He Jiang 002; Huaguang Zhang; Ji Han; Kun Zhang 005 (Neurocomputing, 2018)

Data-based approximate optimal control for nonzero-sum games of multi-player systems using adaptive dynamic programming. - He Jiang 002; Huaguang Zhang; Geyang Xiao; Xiaohong Cui (Neurocomputing, 2018)

Data-driven adaptive dynamic programming schemes for non-zero-sum games of unknown discrete-time nonlinear systems. - He Jiang 002; Huaguang Zhang; Kun Zhang 005; Xiaohong Cui (Neurocomputing, 2018)

Near-optimal output tracking controller design for nonlinear systems using an event-driven ADP approach. - Kun Zhang 005; Huaguang Zhang; He Jiang 002; Yingchun Wang (Neurocomputing, 2018)

General value iteration based single network approach for constrained optimal controller design of partially-unknown continuous-time nonlinear systems. - Geyang Xiao; Huaguang Zhang; Qiuxia Qu; He Jiang 002 (J. Frankl. Inst., 2018)

Reinforcement learning-based online adaptive controller design for a class of unknown nonlinear discrete-time systems with time delays. - Yuling Liang; Huaguang Zhang; Geyang Xiao; He Jiang 002 (Neural Comput. Appl., 2018)

Finite-Horizon H∞ Tracking Control for Unknown Nonlinear Systems With Saturating Actuators. - Huaguang Zhang; Xiaohong Cui; Yanhong Luo; He Jiang 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Neural-network-based learning algorithms for cooperative games of discrete-time multi-player systems with control constraints via adaptive dynamic programming. - He Jiang 002; Huaguang Zhang; Xiangpeng Xie 001; Ji Han (Neurocomputing, 2019)

Unknown input based observer synthesis for an interval type-2 polynomial fuzzy system with time delays and uncertainties. - Jiayue Sun; Huaguang Zhang; He Jiang 002; Jian Han (Neurocomputing, 2019)

$H_ infty$ Consensus for Linear Heterogeneous Multiagent Systems Based on Event-Triggered Output Feedback Control Scheme. - Huaguang Zhang; Ji Han; Yingchun Wang; He Jiang 002 (IEEE Trans. Cybern., 2019)

$H_ infty$ Consensus for Linear Heterogeneous Discrete-Time Multiagent Systems With Output Feedback Control. - Huaguang Zhang; Ji Han; Yingchun Wang; He Jiang 002 (IEEE Trans. Cybern., 2019)

A Fuzzy Adaptive Tracking Control for MIMO Switched Uncertain Nonlinear Systems in Strict-Feedback Form. - Yang Cui 002; Huaguang Zhang; Yingchun Wang; He Jiang 002 (IEEE Trans. Fuzzy Syst., 2019)

Neural-Network-Based Robust Control Schemes for Nonlinear Multiplayer Systems With Uncertainties via Adaptive Dynamic Programming. - He Jiang 002; Huaguang Zhang; Yanhong Luo; Ji Han (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Decentralized Event-Triggered Adaptive Control of Discrete-Time Nonzero-Sum Games Over Wireless Sensor-Actuator Networks With Input Constraints. - Hanguang Su; Huaguang Zhang; He Jiang 002; Yinlei Wen (IEEE Trans. Neural Networks Learn. Syst., 2020)

Data-Based Adaptive Dynamic Programming for a Class of Discrete-Time Systems With Multiple Delays. - Huaguang Zhang; Yang Liu 160; Geyang Xiao; He Jiang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Robust Optimal Control Scheme for Unknown Constrained-Input Nonlinear Systems via a Plug-n-Play Event-Sampled Critic-Only Algorithm. - Huaguang Zhang; Kun Zhang 005; Geyang Xiao; He Jiang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2020)