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Cooperation Control of Under-actuated Mobile Robots with RBF-NN Approximator Conference paper
2018 International Automatic Control Conference (CACS), Taoyuan, Taiwan, 2018-11
Authors:  Yu Z.;  Wong S.F.
Favorite  |  View/Download:4/0  |  Submit date:2019/03/28
Cooperation Control  Lyapunov Direct Method  Rbf Neural Networks  Tracking Control Algorithm  Underactuated Mobile Robot  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite  |  View/Download:0/0  |  Submit date:2019/01/17
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems with Unknown Nonaffine Dead-Zone Input Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu Y.-J.;  Li S.;  Tong S.;  Chen C.L.P.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/11
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
Finite-Time Filter Decentralized Control for Nonstrict-Feedback Nonlinear Large-Scale Systems Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 6,Page: 3289-3300
Authors:  Sui, Shuai;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite  |  View/Download:4/0  |  Submit date:2019/01/17
Backstepping technique  filter state observer  finite time  nonlinear large-scale systems  nonstrict-feedback form  
Exponential Ergodicity for SDEs Driven by -Stable Processes with Markovian Switching in Wasserstein Distances Journal article
POTENTIAL ANALYSIS, 2018,Volume: 49,Issue: 4,Page: 503-526
Authors:  Tong, Jinying;  Jin, Xinghu;  Zhang, Zhenzhong
Favorite  |  View/Download:13/0  |  Submit date:2018/10/30
Exponential ergodicity  Symmetric -stable process  Markovian switching  M-matrix  Wasserstein distance  Coupling method  
Adaptive Fuzzy Output Feedback Control for a Class of Nonlinear Systems With Full State Constraints Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2607-2617
Authors:  Liu, Yan-Jun;  Gong, Mingzhe;  Tong, Shaocheng;  Chen, C. L. Philip;  Li, Dong-Juan
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
Barrier Lyapunov function  full state constraints  fuzzy adaptive control  nonlinear systems  output feedback control  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View  |  Adobe PDF(984Kb)  |  Favorite  |  View/Download:160/22  |  Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Experiment and controller design for two-wheeled robot with nonlinear damping and road disturbance Conference paper
Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018, Shenyang, China, 6 9, 2018 - 6 11, 2018
Authors:  Yu, Zhenning;  Tong, Tianyi;  Wong, Seng Fat
Favorite  |  View/Download:5/0  |  Submit date:2018/11/06
Two-wheeled Robot  Nonlinear Model  Road Disturbance  Lyapunov Function  Backstepping Control  
Formation Control With Obstacle Avoidance for a Class of Stochastic Multiagent Systems Journal article
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018,Volume: 65,Issue: 7,Page: 5847-5855
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Liu, Yan-Jun
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Directed topology  formation control  obstacle avoidance  stochastic multiagent system  H-infinity analysis  
Adaptive backstepping-based tracking control of a class of uncertain switched nonlinear systems Journal article
AUTOMATICA, 2018,Volume: 91,Page: 301-310
Authors:  Lai, Guanyu;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip;  Xie, Shengli
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Adaptive control  Robust control  Switched nonlinear systems  Backstepping  Tuning function