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Data-Based Reinforcement Learning for Nonzero-Sum Games With Unknown Drift Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 8, 页码: 2874-2885
Authors:  Zhang, Qichao;  Zhao, Dongbin
View  |  Adobe PDF(1021Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2019/07/12
Integral reinforcement learning (IRL)  neural network (NN)  nonzero-sum (NZS) games  off-policy  single-critic  unknown drift dynamics  
Decentralized control for large-scale nonlinear systems with unknown mismatched interconnections via policy iteration 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2018, 卷号: 48, 期号: 10, 页码: 1725-1735
Authors:  Zhao B(赵博);  Ding Wang
View  |  Adobe PDF(768Kb)  |  Favorite  |  View/Download:98/19  |  Submit date:2018/10/14
Adaptive Dynamic Programming  Decentralized Control  Large-scale Systems  Neural Networks  
波动鳍推进水下作业机器人运动控制方法研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  王睿
Adobe PDF(13564Kb)  |  Favorite  |  View/Download:144/10  |  Submit date:2018/05/31
水下作业机器人  波动推进  运动控制  路径规划  路径跟踪控制  悬停控制  
Comprehensive comparison of online ADP algorithms for continuous-time optimal control 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2018, 卷号: 49, 期号: 4, 页码: 531-547
Authors:  Zhu, Yuanheng;  Zhao, Dongbin
Adobe PDF(766Kb)  |  Favorite  |  View/Download:79/29  |  Submit date:2017/09/13
Adaptive Dynamic Programming  Policy Iteration  Integral Reinforcement Learning  Experience Replay  Off-policy  
Immersion and invariance adaptive control with sigma-modification for uncertain nonlinear systems 期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 卷号: 355, 期号: 5, 页码: 2091-2111
Authors:  Han, Chao;  Liu, Zhen;  Yi, Jianqiang
View  |  Adobe PDF(1921Kb)  |  Favorite  |  View/Download:138/27  |  Submit date:2018/06/01
Immersion And Invariance Adaptive  Σ-modification  Uncertain Nonlinear System  
Design of the tip state estimator for hybrid-structured flexible manipulator based on SDFT and FLAKF 期刊论文
Assembly Automation, 2018, 卷号: 38, 期号: 5, 页码: 576-586
Authors:  Long, Teng;  Li, En;  Fan, Junfeng;  Yang, Lei;  Liang, Zize
View  |  Adobe PDF(857Kb)  |  Favorite  |  View/Download:31/12  |  Submit date:2019/04/27
Fuzzy Logic Adaptive Kalman Filter (Flakf)  Hybrid-structured Flexible Manipulator (Hsfm)  Sliding Discrete Fourier Transform (Sdft)  Tip State Estimator  
Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 1, 页码: 37-50
Authors:  Zhang, Qichao;  Zhao, Dongbin;  Wang, Ding
View  |  Adobe PDF(2233Kb)  |  Favorite  |  View/Download:175/115  |  Submit date:2017/05/04
Adaptive Dynamic Programming (Adp)  Event-based Control  Neural Network (Nn)  Robust Control  Unmatched Uncertainties  
Both activated and less-activated regions identified by functional MRI reconfigure to support task executions 期刊论文
BRAIN AND BEHAVIOR, 2018, 卷号: 8, 期号: 1, 页码: e00893
Authors:  Zuo, Nianming;  Yang, Zhengyi;  Liu, Yong;  Li, Jin;  Jiang, Tianzi
View  |  Adobe PDF(1573Kb)  |  Favorite  |  View/Download:47/10  |  Submit date:2018/01/12
Activation  Brain Network  Functional Connectivity  Functional Magnetic Resonance Imaging  Network Reconfiguration  
Immersion and Invariance Adaptive Control with σ-modification for Air-breathing Hypersonic Vehicles 会议论文
, Takamatsu, Japan, August 6-9,2017
Authors:  Han, Chao;  Liu, Zhen;  Yi, Jianqiang
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Event-Triggered H-infinity Control for Continuous-Time Nonlinear System via Concurrent Learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 7, 页码: 1071-1081
Authors:  Zhang, Qichao;  Zhao, Dongbin;  Zhu, Yuanheng
View  |  Adobe PDF(2937Kb)  |  Favorite  |  View/Download:192/118  |  Submit date:2017/05/04
Concurrent Learning  Event-triggered Control  H-infinity Optimal Control  Neural Networks (Nns)  Zero-sum (Zs) Game