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Safe Efficient Policy Optimization Algorithm for Unsignalized Intersection Navigation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2011-2026
作者:  Xiaolong Chen;  Biao Xu;  Manjiang Hu;  Yougang Bian;  Yang Li;  Xin Xu
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/08/09
Autonomous driving  decision-making  reinforcement learning (RL)  unsignalized intersection  
Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者:  Yisha Li;  Ya Zhang;  Xinde Li;  Changyin Sun
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/08/09
Human-machine cooperation  mixed domain attention mechanism  multi-agent reinforcement learning  spatio-temporal feature  traffic signal control  
Cognitive Navigation for Intelligent Mobile Robots: A Learning-Based Approach With Topological Memory Configuration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1933-1943
作者:  Qiming Liu;  Xinru Cui;  Zhe Liu;  Hesheng Wang
Adobe PDF(10608Kb)  |  收藏  |  浏览/下载：2/1  |  提交时间：2024/08/09
Graph neural networks (GNNs)  spatial memory  topological map  visual navigation  
A Probabilistic Approach for Predicting Vessel Motion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1877-1879
作者:  Qi Hu;  Jingyi Liu;  Zongyu Zuo
Adobe PDF(444Kb)  |  收藏  |  浏览/下载：27/11  |  提交时间：2024/07/16
A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者:  Xiaofeng Yuan;  Weiwei Xu;  Yalin Wang;  Chunhua Yang;  Weihua Gui
Adobe PDF(1400Kb)  |  收藏  |  浏览/下载：26/11  |  提交时间：2024/07/16
Deep residual partial least squares (DRPLS)  nonlinear function  quality prediction  soft sensor  
Privacy Protection for Blockchain-Based Healthcare IoT Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1757-1776
作者:  Minfeng Qi;  Ziyuan Wang;  Qing-Long Han;  Jun Zhang;  Shiping Chen;  Yang Xiang
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：21/10  |  提交时间：2024/07/16
Blockchain  internet of healthcare things (IoHT)  privacy-preserving techniques (PPTs)  
A Survey on Type-3 Fuzzy Logic Systems and Their Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1744-1756
作者:  Oscar Castillo;  Fevrier Valdez;  Patricia Melin;  Weiping Ding
Adobe PDF(5742Kb)  |  收藏  |  浏览/下载：18/9  |  提交时间：2024/07/16
Applications  control systems  optimization  review  type-3 fuzzy logic  
A LiDAR Point Clouds Dataset of Ships in a Maritime Environment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1681-1694
作者:  Qiuyu Zhang;  Lipeng Wang;  Hao Meng;  Wen Zhang;  Genghua Huang
Adobe PDF(10728Kb)  |  收藏  |  浏览/下载：62/23  |  提交时间：2024/06/07
3D point clouds dataset  dynamic tail wave  fog simulation  rainy simulation  simulated data  
Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680
作者:  Bingrong Xu;  Jianhua Yin;  Cheng Lian;  Yixin Su;  Zhigang Zeng
Adobe PDF(3368Kb)  |  收藏  |  浏览/下载：62/25  |  提交时间：2024/06/07
Domain adaptation  low-rank constraint  noise corruption  optimal transport  
Multi-Robot Collaborative Hunting in Cluttered Environments With Obstacle-Avoiding Voronoi Cells 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1643-1655
作者:  Meng Zhou;  Zihao Wang;  Jing Wang;  Zhengcai Cao
Adobe PDF(3022Kb)  |  收藏  |  浏览/下载：56/21  |  提交时间：2024/06/07
Dynamic obstacle avoidance  multi-robot collaborative hunting  obstacle-avoiding Voronoi cells  task allocation