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Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1702-1704
作者:  Jingwei Lu;  Lefei Li;  Qinglai Wei;  Fei-Yue Wang
Adobe PDF(501Kb)  |  收藏  |  浏览/下载：12/6  |  提交时间：2024/06/07
Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833
作者:  Wei Xu;  Chen Zhao;  Jie Cheng;  Yin Wang;  Yiqing Tang;  Tao Zhang;  Zhiming Yuan;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(3484Kb)  |  收藏  |  浏览/下载：123/60  |  提交时间：2023/08/10
High-speed railway  reinforcement learning  train timetable rescheduling  Transformer  
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：237/67  |  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：280/70  |  提交时间：2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
Parallel Factories for Smart Industrial Operations: From Big AI Models to Field Foundational Models and Scenarios Engineering 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2079-2086
作者:  Jingwei Lu;  Xingxia Wang;  Xiang Cheng;  Jing Yang;  Oliver Kwan;  Xiao Wang
Adobe PDF(580Kb)  |  收藏  |  浏览/下载：198/66  |  提交时间：2022/12/02
Cyber-physical-social system (CPSS)  Industry 5.0  Metaverses  Parallel factories  Parallel intelligence  
Part Decomposition and Refinement Network for Human Parsing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1111-1114
作者:  Lu Yang;  Zhiwei Liu;  Tianfei Zhou;  Qing Song
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：170/43  |  提交时间：2022/05/30