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Data-Based Optimal Tracking of Autonomous Nonlinear Switching Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 227-238
Authors:  Xiaofeng Li;  Lu Dong;  Changyin Sun
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Adaptive dynamic programming  approximation error  data-based control  Q-learning  switching system  
Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778
Authors:  Xueli Wang;  Derui Ding;  Hongli Dong;  Xian-Ming Zhang
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Adaptive dynamic programming (ADP)  constrained inputs  neural network (NN)  stochastic communication protocols (SCPs)  suboptimal control  
Continuous-Time Time-Varying Policy Iteration 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
Authors:  Wei, Qinglai;  Liao, Zehua;  Yang, Zhanyu;  Li, Benkai;  Liu, Derong
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Optimal control  Nonlinear systems  Time-varying systems  Mathematical model  Dynamic programming  Approximation algorithms  Iterative algorithms  Adaptive critic designs  adaptive dynamic programming (ADP)  neuro-dynamic programming  nonlinear systems  optimal control  policy iteration  
Parallel Control for Optimal Tracking via Adaptive Dynamic Programming 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 6, 页码: 1662-1674
Authors:  Lu, Jingwei;  Wei, Qinglai;  Wang, Fei-Yue
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Adaptive dynamic programming (ADP)  nonlinear optimal control  parallel controller  parallel control theory  parallel system  tracking control  neural network (NN)  
基于自适应动态规划算法的离散动态系统最优控制 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  梁明明
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智能控制  神经网络  自适应动态规划  最优控制  离散随机过程  离散非线性系统  
基于自适应动态规划的智能空调能源系统自学习最优控制 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  廖泽华
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冰蓄冷空调  空调冷负荷预测  自适应动态规划  执行依赖启发式动态规划  平行自适应动态规划  
Adaptive Linear Quadratic Regulator for Continuous-Time Systems with Uncertain Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 833-841
Authors:  Sumit Kumar Jha;  Shubhendu Bhasin
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Adaptive optimal control  continuous policy update  linear quadratic regulator  uncertain system  dynamics  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
Authors:  Xiong Yang;  Bo Zhao
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Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
Optimal State Estimation and Fault Diagnosis For a Class of Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 517-526
Authors:  Hamed Kazemi;  Alireza Yazdizadeh
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Differential geometry  fault detection and isolation (FDI)  fault diagnosis  neural network (NN)  nonlinear observer and filter design  optimal state estimation  
Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
Authors:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
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Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)