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Neural network-based model predictive tracking control of an uncertain robotic manipulator with input constraints 期刊论文
ISA TRANSACTIONS, 2021, 卷号: 109, 页码: 89-101
作者:  Kang, Erlong;  Qiao, Hong;  Gao, Jie;  Yang, Wenjing
Adobe PDF(942Kb)  |  收藏  |  浏览/下载：353/68  |  提交时间：2021/03/29
Model predictive control  Neural network  Robotic manipulator  Unknown dynamics  Online learning estimation  Input constraints  
Theoretical and Experimental Investigation of Driver Noncooperative-Game Steering Control Behavior 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 189-205
作者:  Xiaoxiang Na;  David Cole
Adobe PDF(2862Kb)  |  收藏  |  浏览/下载：132/36  |  提交时间：2021/04/09
Driver  experiment  model identification  noncooperative game  steering control strategy  vehicle  
Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1380-1388
作者:  Hossein Mirinejad;  Tamer Inanc;  Jacek M. Zurada
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：111/42  |  提交时间：2021/06/11
Costate estimation  direct trajectory optimization  Galerkin projection  numerical optimal control  radial basis function interpolation  
Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1948-1955
作者:  Yang Zhao;  Yanguang Cai;  Qiwen Song
Adobe PDF(8376Kb)  |  收藏  |  浏览/下载：116/29  |  提交时间：2021/09/03
Energy management  model predictive control(MPC)  optimal control  plug-in hybrid electric vehicle (PHEV)  
Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 6, 页码: 2358-2372
作者:  Zezhi Sui;  Zhiqiang Pu;  Jianqiang Yi;  Shiguang Wu
Adobe PDF(5344Kb)  |  收藏  |  浏览/下载：226/75  |  提交时间：2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower