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Position Control of an Underwater Biomimetic Vehicle-Manipulator System via Reinforcement Learning 会议论文
, Liuzhou, China, 20-22 November 2020
作者:  Ma, Ruichen;  Wang, Yu;  Gao, Zisen;  Zhao, Tianzi;  Wang, Rui;  Wang, Shuo;  Zhou, Chao
Adobe PDF(927Kb)  |  收藏  |  浏览/下载：65/29  |  提交时间：2023/08/03
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
浏览  |  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
浏览  |  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  
Swing Suppression and Accurate Positioning Control for Underactuated Offshore Crane Systems Suffering From Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 892-900
作者:  Tong Yang;  Ning Sun;  He Chen;  Yongchun Fang
浏览  |  Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：112/35  |  提交时间：2021/03/11
Boom/rope positioning  offshore cranes  swing elimination  underactuated systems  
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
浏览  |  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  
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
浏览  |  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)  
A New Robust Adaptive Neural Network Backstepping Control for Single Machine Infinite Power System With TCSC 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 48-56
作者:  Yanhong Luo;  Shengnan Zhao;  Dongsheng Yang;  Huaguang Zhang
浏览  |  Adobe PDF(2450Kb)  |  收藏  |  浏览/下载：164/52  |  提交时间：2021/03/11
Backstepping control  radial basis function neural network (RBFNN)  robust adaptive control  thyristor controlled series compensation (TCSC)  uniform ultimate boundedness (UUB)  
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  
Discrete-Time Impulsive Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 10, 页码: 4293-4306
作者:  Wei, Qinglai;  Song, Ruizhuo;  Liao, Zehua;  Li, Benkai;  Lewis, Frank L.
收藏  |  浏览/下载：253/0  |  提交时间：2021/01/07
Optimal control  Performance analysis  Nonlinear systems  Dynamic programming  Heuristic algorithms  Indexes  Adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  impulsive control  nonlinear systems  optimal control  
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
作者:  梁明明
Adobe PDF(8751Kb)  |  收藏  |  浏览/下载：181/2  |  提交时间：2020/10/23
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