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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
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Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Adaptive NN control for a class of stochastic nonlinear systems with unmodeled dynamics using DSC technique Journal article
Neurocomputing, 2015,Volume: 149,Issue: Part A,Page: 142-150
Authors:  Li Z.;  Li T.;  Miao B.;  Chen C.L.P.
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Dynamic surface control  Input-to-state practical stability  Neural network  Small-gain theorem  Stochastic nonlinear system  Unmodeled dynamics  
Adaptive consensus control for a class of nonlinear multiagent time-delay systems using neural networks Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2014,Volume: 25,Issue: 6,Page: 1217
Authors:  Chen C.L.P.;  Wen G.-X.;  Liu Y.-J.;  Wang F.-Y.
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Consensus control  Lyapunov-Krasovskii functional  Neural networks (NNS)  Nonlinear multiagent systems  Time delay  
The probabilistic solutions of some nonlinear stretched beams excited by filtered white noise Conference paper
Procedia IUTAM, Karlsruhe Inst Technol, Karlsruhe, GERMANY, JUN 25-29, 2012
Authors:  Er G.K.
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Filtered White Noise  Multi-degree-of-freedom System  Nonlinear Stretched Beam  Probabilistic Solution  
Subspace method for analyzing large-scale nonlinear stochastic dynamic systems with polynomial type of nonlinearites Journal article
International Journal of Computational Methods, 2012,Volume: 9,Issue: 1
Authors:  G. K. ER;  V. P. IU
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Fokkerplanck Equation  Nonlinear Stochastic Dynamic  Probabilistic Solution  Subspace-epc  
Output feedback stabilization based on dynamic surface control for a class of uncertain stochastic nonlinear systems Journal article
Nonlinear Dynamics, 2012,Volume: 67,Issue: 1,Page: 683-694
Authors:  Wang R.;  Liu Y.-J.;  Tong S.;  Chen C.L.P.
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Dynamic surface control  Output feedback stabilization  Stochastic nonlinear systems  
A New Method for the Probabilistic Solutions of Large-Scale Nonlinear Stochastic Dynamic Systems Conference paper
Proceedings of IUTAM Symposium on Nonlinear Stochastic Dynamics and Control, Hangzhou, May 10–14, 2010
Authors:  Er G.K.;  Iu V.P.
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Fokker-planck Equation  Nonlinear Stochastic Dynamic System  Probability Density Function  Subspace  
The approximate solutions of FPK equations in high dimensions for some nonlinear stochastic dynamic systems Journal article
Communications in Computational Physics, 2011,Volume: 10,Issue: 5,Page: 1241-1256
Authors:  Guo-Kang Er;  Vai Pan Iu
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Fokker-planck-kolmogorov Equation  Large-scale Systems  Nonlinear Stochastic Dynamic Systems  Probability Density Function  Subspace  
Analysis of some large-scale nonlinear stochastic dynamic systems with subspace-EPC method Journal article
Science China: Physics, Mechanics and Astronomy, 2011,Volume: 54,Issue: 9,Page: 1631-1637
Authors:  ER GuoKang;  IU VaiPan
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Fokker-planck-kolmogorov Equation  Large-scale Systems  Nonlinear Stochastic Dynamic Systems  Probability Density Function  Subspace-epc  
A new method for the probabilistic solutions of large-scale nonlinear stochastic dynamic systems Book chapter
出自: IUTAM Symposium on Nonlinear Stochastic Dynamics and Control:Springer Science+Business Media, 2011, 页码: 25-34
Authors:  G.K. Er;  V.P. Iu
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Fokker-planck Equation  Nonlinear Stochastic Dynamic System  Subspace  Probability Density Function