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Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Fuzzy logic  Heuristic algorithms  input-to-state stability  Nonlinear dynamical systems  Optimal control  optimal control  Power system dynamics  robust actor-critic learning  Stability criteria  Uncertainty  unmodeled dynamics  
Design and experimental validation of a nonlinear controller for underactuated surface vessels Journal article
Nonlinear Dynamics, 2020,Volume: 102,Issue: 4,Page: 2563-2581
Authors:  Xie,Wei;  Reis,Joel;  Cabecinhas,David;  Silvestre,Carlos
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/03/09
Robust nonlinear control  Time-varying disturbance observers  Underactuated autonomous vehicles  
Multilayer neural networks-based control of underwater vehicles with uncertain dynamics and disturbances Journal article
Nonlinear Dynamics, 2020,Volume: 100,Issue: 4,Page: 3555-3573
Authors:  Kairong Duan;  Simon Fong;  C. L. Philip Chen
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/09
Multilayer Neural Networks  Underwater Vehicles  Unmodeled Terms  Disturbances  Measurement Noises  
Integrated vehicle dynamics management for distributed-drive electric vehicles with active front steering using adaptive neural approaches against unknown nonlinearity Journal article
International Journal of Robust and Nonlinear Control, 2019,Volume: 29,Issue: 14,Page: 4888-4908
Authors:  Huang,Wei;  Wong,Pak Kin
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
adaptive neural network  distributed-drive electric vehicles  integrated vehicle dynamics management  nonlinear predictive control  
Robust Ride Height Control for Active Air Suspension Systems with Multiple Unmodeled Dynamics and Parametric Uncertainties Journal article
IEEE Access, 2019,Volume: 7,Page: 59185-59199
Authors:  RONGCHEN ZHAO;  WEI XIE;  PAK KIN WONG;  DAVID CABECINHAS;  CARLOS SILVESTRE
Favorite |  | TC[WOS]:4 TC[Scopus]:8 | Submit date:2021/03/09
Active Air Suspension  Pneumatic System  Auto-mobile Height Control  Robust Control  Parameter Estimation  
Bounded Neural Network Control for Target Tracking of Underactuated Autonomous Surface Vehicles in the Presence of Uncertain Target Dynamics Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1241-1249
Authors:  Liu,Lu;  Wang,Dan;  Peng,Zhouhua;  Chen,C. L.Philip;  Li,Tieshan
Favorite |  | TC[WOS]:35 TC[Scopus]:48 | Submit date:2021/03/09
Autonomous surface vehicles (ASVs)  bounded controller  extended state observer (ESO)  neural estimation model  target tracking  
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 |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/03/28
Cooperation Control  Lyapunov Direct Method  Rbf Neural Networks  Tracking Control Algorithm  Underactuated Mobile Robot  
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 | Favorite |  | TC[WOS]:28 TC[Scopus]:31 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Adaptive neural network-based visual servoing control for manipulator with unknown output nonlinearities Journal article
INFORMATION SCIENCES, 2018,Volume: 451,Page: 16-33
Authors:  Wang, Fujie;  Liu, Zhi;  Chen, C. L. P.;  Zhang, Yun
Favorite |  | TC[WOS]:28 TC[Scopus]:10 | Submit date:2018/10/30
Neural network-based control  Adaptive control  Unknown output nonlinearities  Robotic manipulator  Unknown dynamics  
Adaptive Fuzzy Asymptotic Control of MIMO Systems With Unknown Input Coefficients Via a Robust Nussbaum Gain-Based Approach Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017,Volume: 25,Issue: 5,Page: 1252-1263
Authors:  Chen, Ci;  Liu, Zhi;  Xie, Kan;  Liu, Yanjun;  Zhang, Yun;  Chen, C. L. Philip
Favorite |  | TC[WOS]:59 TC[Scopus]:57 | Submit date:2018/10/30
Adaptive fuzzy control  asymptotic control  multiple input multiple output (MIMO) nonlinear system  unknown control direction