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| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者: Ding Wang ; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
 Adobe PDF(1945Kb) |  收藏 | 浏览/下载：293/196 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者: Xiufang Chen; Mei Liu; Shuai Li
Adobe PDF(3459Kb) | 收藏 | 浏览/下载：100/43 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb) | 收藏 | 浏览/下载：115/30 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
作者: Zhaojian Wang; Wei Wei; John Zhen Fu Pang; Feng Liu; Bo Yang; Xinping Guan; Shengwei Mei
Adobe PDF(2336Kb) | 收藏 | 浏览/下载：190/39 | 提交时间：2023/03/22
Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
| Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 330-350
作者: Jianming Zhan; Jiajia Wang; Weiping Ding; Yiyu Yao
Adobe PDF(1830Kb) | 收藏 | 浏览/下载：193/72 | 提交时间：2023/01/16
Hesitant fuzzy information system (HFIS) prospect theory regret theory three-way decision (T-WD) |
| On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
作者: Wei Lu; Jiacheng Li; Huanhuan Qin; Lei Shu; Aiguo Song
Adobe PDF(23989Kb) | 收藏 | 浏览/下载：248/68 | 提交时间：2023/01/03
Dual-mode control safety and reliability self-driving (SD) tele-driving (TD) unmanned tractor |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
作者: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
Adobe PDF(7068Kb) | 收藏 | 浏览/下载：293/73 | 提交时间：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Probabilistic Lane-Change Decision-Making and Planning for Autonomous Heavy Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2161-2173
作者: Wen Hu; Zejian Deng; Dongpu Cao; Bangji Zhang; Amir Khajepour; Lei Zeng; Yang Wu
Adobe PDF(15288Kb) | 收藏 | 浏览/下载：185/54 | 提交时间：2022/12/02
Autonomous heavy truck decision-making driving aggressiveness risk assessment trajectory planning |
| Finite-Control-Set Model Predictive Control of Permanent Magnet Synchronous Motor Drive Systems — An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2087-2105
作者: Teng Li; Xiaodong Sun; Gang Lei; Zebin Yang; Youguang Guo; Jianguo Zhu
Adobe PDF(3554Kb) | 收藏 | 浏览/下载：816/608 | 提交时间：2022/12/02
Computational burden finite control set (FCS) model predictive control (MPC) permanent magnet synchronous motor (PMSM) robust operation switching frequency |
| Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1658-1672
作者: Hong Mo; Yinghui Meng; Fei-Yue Wang; Dongrui Wu
Adobe PDF(12550Kb) | 收藏 | 浏览/下载：236/47 | 提交时间：2022/08/19
Adaptive cruise following-control (ACFC) feedforward + fuzzy proportion integration (PI) feedback (F+FPIF) type-2 fuzzy control variable time headway |
