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Distributed Adaptive Fault-Tolerant Output Regulation of Heterogeneous Multi-Agent Systems With Coupling Uncertainties and Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1098-1106
作者:  Chao Deng;  Weinan Gao;  Weiwei Che
浏览  |  Adobe PDF(2075Kb)  |  收藏  |  浏览/下载：102/35  |  提交时间：2021/03/11
Adaptive control  cyclic-small-gain  fault-tolerant control  multi-agent systems (MASs)  
Approximate Dynamic Programming for Stochastic Resource Allocation Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 975-990
作者:  Ali Forootani;  Raffaele Iervolino;  Massimo Tipaldi;  Joshua Neilson
浏览  |  Adobe PDF(3558Kb)  |  收藏  |  浏览/下载：117/35  |  提交时间：2021/03/11
Approximate dynamic programming (ADP)  dynamic programming (DP)  Markov decision processes (MDPs)  resource allocation problem  
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
作者:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
Adobe PDF(2135Kb)  |  收藏  |  浏览/下载：141/50  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
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
作者:  Sumit Kumar Jha;  Shubhendu Bhasin
Adobe PDF(706Kb)  |  收藏  |  浏览/下载：121/36  |  提交时间：2021/03/11
Adaptive optimal control  continuous policy update  linear quadratic regulator  uncertain system  dynamics  
Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者:  Xin Huang;  Jiuxiang Dong
Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：156/58  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  communication fault  cyber-physical systems (CPSs)  data-driven control  reliable control  
Research Progress of Parallel Control and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 355-367
作者:  Gang Xiong;  Xisong Dong;  Hao Lu;  Dayong Shen
Adobe PDF(12654Kb)  |  收藏  |  浏览/下载：194/43  |  提交时间：2021/03/11
ACP methodology  artificial systems  computational experiments  parallel control  parallel management  parallel systems  
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
作者:  Xiong Yang;  Bo Zhao
Adobe PDF(1346Kb)  |  收藏  |  浏览/下载：126/42  |  提交时间：2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
作者:  Wei, Qinglai;  Wang, Lingxiao;  Liu, Yu;  Polycarpou, Marios M.
Adobe PDF(4019Kb)  |  收藏  |  浏览/下载：322/75  |  提交时间：2021/03/08
Elevators  Optimal control  Backpropagation  Machine learning  Neural networks  Learning (artificial intelligence)  Actor  –critic  adaptive dynamic programming  deep learning (DL)  elevator group control (EGC)  optimal control  reinforcement learning (RL)  
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
作者:  Wei, Qinglai;  Liao, Zehua;  Yang, Zhanyu;  Li, Benkai;  Liu, Derong
Adobe PDF(3149Kb)  |  收藏  |  浏览/下载：263/49  |  提交时间：2021/03/02
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  
Controller Optimization for Multirate Systems Based on Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 417-427
作者:  Zhan Li;  Sheng-Ri Xue;  Xing-Hu Yu;  Hui-Jun Gao
浏览  |  Adobe PDF(1013Kb)  |  收藏  |  浏览/下载：122/48  |  提交时间：2021/02/22
Multirate system  reinforcement learning  policy iteration  optimal control  controller optimization.