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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
作者:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
收藏  |  浏览/下载:1/0  |  提交时间:2019/01/17
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
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
作者:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
浏览  |  Adobe PDF(984Kb)  |  收藏  |  浏览/下载:311/31  |  提交时间:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
Exponential stability of stochastic cellular neural networks with mixed delays Journal article
Communications in Statistics - Theory and Methods, 2018,Volume: 47,Issue: 19,Page: 4881-4894
作者:  Xiaofei Li;  Deng Ding;  Di Sang
收藏  |  浏览/下载:7/0  |  提交时间:2019/05/22
Almost Sure Exponential Stability  Delays  Inequality Techniques  Pth Moment Exponential Stability  Stochastic Cellular Neural Networks  
Nonfragile asynchronous control for uncertain chaotic Lurie network systems with Bernoulli stochastic process Journal article
International Journal of Robust and Nonlinear Control, 2018,Volume: 28,Issue: 5,Page: 1693-1714
作者:  Shi, Kaibo;  Tang, Yuanyan;  Zhong, Shouming;  Yin, Chun;  Huang, Xuegang;  Wang, Wenqin
收藏  |  浏览/下载:10/0  |  提交时间:2018/10/30
Bernoulli Stochastic Process  Chaotic Network Systems  Nonfragile Robust Control  Parameters Uncertainties  Proportional-derivative Asynchronous Control  
Designing Hyperchaotic Cat Maps With Any Desired Number of Positive Lyapunov Exponents Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2018,Volume: 48,Issue: 2,Page: 463-473
作者:  Hua, Zhongyun;  Yi, Shuang;  Zhou, Yicong;  Li, Chengqing;  Wu, Yue
收藏  |  浏览/下载:11/0  |  提交时间:2018/10/30
Cat map  Cat matrix  chaotification  hyperchaotic behavior  Lyapunov exponent (LE)  
Designing Hyperchaotic Cat Maps with Any Desired Number of Positive Lyapunov Exponents Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 2,Page: 463-473
作者:  Hua Z.;  Yi S.;  Zhou Y.;  Li C.;  Wu Y.
收藏  |  浏览/下载:8/0  |  提交时间:2018/12/21
Cat Map  Cat Matrix  Chaotification  Hyperchaotic Behavior  Lyapunov Exponent (Le)  
Adaptive inverse compensation for actuator backlash with piecewise time-varying parameters Journal article
INTERNATIONAL JOURNAL OF CONTROL, 2018,Volume: 91,Issue: 2,Page: 337-345
作者:  Lai, Guanyu;  Wen, Changyun;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip;  Xie, Shengli
收藏  |  浏览/下载:12/0  |  提交时间:2018/10/30
Adaptive control  uncertain nonlinear systems  backlash  time-varying parameters  piecewise function  
Secondary delay-partition approach on robust performance analysis for uncertain time-varying Lurie nonlinear control system Journal article
OPTIMAL CONTROL APPLICATIONS & METHODS, 2017,Volume: 38,Issue: 6,Page: 1208-1226
作者:  Shi, Kaibo;  Tang, Yuanyan;  Liu, Xinzhi;  Zhong, Shouming
收藏  |  浏览/下载:17/0  |  提交时间:2018/10/30
Hybrid Systems  Optimized Integral Inequality Method  Parameter Uncertainty  Robust Control  Time-varying Delays  
Neural Network-Based Adaptive Leader-Following Consensus Control for a Class of Nonlinear Multiagent State-Delay Systems Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2017,Volume: 47,Issue: 8,Page: 2151-2160
作者:  Wen, Guoxing;  Chen, C. L. Philip;  Liu, Yan-Jun;  Liu, Zhi
收藏  |  浏览/下载:19/0  |  提交时间:2018/10/30
Consensus control  external disturbance  neural networks (NNs)  nonlinear multiagent systems  state delay  
Neural Approximation-Based Adaptive Control for a Class of Nonlinear Nonstrict Feedback Discrete-Time Systems Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017,Volume: 28,Issue: 7,Page: 1531-1541
作者:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
收藏  |  浏览/下载:15/0  |  提交时间:2018/10/30
Adaptive control  neural networks (NNs)  nonlinear discrete-time (DT) systems  nonstrict feedback