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Optimized Adaptive Nonlinear Tracking Control Using Actor-Critic Reinforcement Learning Strategy 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 9, 页码: 4969-4977
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Ge, Shuzhi Sam;  Yang, Hongli;  Liu, Xiaoguang
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Lyapunov function  neural networks (NNs)  nonlinear systems  optimized tracking control  reinforcement learning (RL) of actor-critic architecture  
Formation control with obstacle avoidance of second-order multi-agent systems under directed communication topology 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 9, 页码: 14
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Dou, Hui;  Yang, Hongli;  Liu, Chunfang
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formation control  obstacle avoidance  artificial potential field method  H-infinity performance  second-order multi-agent system  directed topology  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 5, 页码: 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)  
Formation Control With Obstacle Avoidance for a Class of Stochastic Multiagent Systems 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 卷号: 65, 期号: 7, 页码: 5847-5855
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Liu, Yan-Jun
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Directed topology  formation control  obstacle avoidance  stochastic multiagent system  H-infinity analysis