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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 Consensus of Nonlinear Multi-Agent Systems With Non-Identical Partially Unknown Control Directions and Bounded Modelling Errors Journal article
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017,Volume: 62,Issue: 9,Page: 4654-4659
Authors:  Chen, Ci;  Wen, Changyun;  Liu, Zhi;  Xie, Kan;  Zhang, Yun;  Chen, C. L. Philip
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Adaptive consensus  multi-agent system  non-identical control directions  partially unknown  
Adaptive Consensus of Nonlinear Multi-Agent Systems with Non-Identical Partially Unknown Control Directions and Bounded Modelling Errors Journal article
IEEE Transactions on Automatic Control, 2017,Volume: 62,Issue: 9,Page: 4654-4659
Authors:  Chen C.;  Wen C.;  Liu Z.;  Xie K.;  Zhang Y.;  Chen C.L.P.
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Adaptive consensus  multi-agent system  non-identical control directions  partially unknown  
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
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Liu, Yan-Jun;  Liu, Zhi
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Consensus control  external disturbance  neural networks (NNs)  nonlinear multiagent systems  state delay  
Adaptive Fuzzy Leader-Following Consensus Control for Stochastic Multiagent Systems with Heterogeneous Nonlinear Dynamics Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017,Volume: 25,Issue: 1,Page: 181-190
Authors:  Ren, Chang-E;  Chen, Long;  Chen, C. L. Philip
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Adaptive Fuzzy Control  Consensus Control  Nonlinear Dynamics  Stochastic Multiagent Systems  
Observer-Based Adaptive Backstepping Consensus Tracking Control for High-Order Nonlinear Semi-Strict-Feedback Multiagent Systems Journal article
IEEE Transactions on Cybernetics, 2016,Volume: 46,Issue: 7,Page: 1591
Authors:  Chen C.L.P.;  Wen G.-X.;  Liu Y.-J.;  Liu Z.
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Backstepping  consensus tracking control  high-order multiagent systems  radial basis function neural network (RBFNN)  semi-globally uniformly ultimately bounded (SGUUB)  semi-strict feedback  
Fuzzy Observed-Based Adaptive Consensus Tracking Control for Second-Order Multiagent Systems with Heterogeneous Nonlinear Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2016,Volume: 24,Issue: 4,Page: 906
Authors:  Chen C.L.P.;  Ren C.-E.;  Du T.
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Adaptive fuzzy control  consensus tracking control  fuzzy observer  multiagent systems  Second-Order nonlinear systems  
Neural-network-based adaptive leader-following consensus control for second-order non-linear multi-agent systems Journal article
IET Control Theory and Applications, 2015,Volume: 9,Issue: 13,Page: 1927
Authors:  Wen G.-X.;  Chen C.L.P.;  Liu Y.-J.;  Liu Z.
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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  
Decentralized control for second-order uncertain nonlinear multi-agent systems consensus problem based on fuzzy adaptive high-gain observer Conference paper
Proceedings - 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013
Authors:  Ren C.;  Philip Chen C.L.
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Adaptive decentralized control  Consensus control  High-gain state observer  Multi-agent systems  Nonlinear unknown dynamics