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| Intuitive Human-Robot-Environment Interaction With EMG Signals: A Review 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1075-1091 作者: Dezhen Xiong; Daohui Zhang; Yaqi Chu; Yiwen Zhao; Xingang Zhao Adobe PDF(5061Kb)  |  收藏  |  浏览/下载:43/10  |  提交时间:2024/04/10 Electromyography human-robot-environment interaction (HREI) human-robot interaction (HRI) semiautonomous sensory feedback |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:53/17  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796 作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu Adobe PDF(1497Kb)  |  收藏  |  浏览/下载:168/99  |  提交时间:2023/08/10 Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| MUTS-Based Cooperative Target Stalking for A Multi-USV System 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1582-1592 作者: Chengcheng Wang; Yulong Wang; Qing-Long Han; Yunkai Wu Adobe PDF(4293Kb)  |  收藏  |  浏览/下载:104/39  |  提交时间:2023/06/14 Cooperative target stalking improved deep reinforcement learning multi-unmanned surface vehicle (multi-USV) systems V-type probabilistic data extraction |
| 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:105/29  |  提交时间:2023/05/29 Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Parallel reinforcement learning: a framework and case study 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 4, 页码: 827-835 作者: Teng Liu; Bin TIan; Yunfeng Ai; Li Li; Dongpu Cao; Feiyue Wang Adobe PDF(7005Kb)  |  收藏  |  浏览/下载:61/15  |  提交时间:2023/05/05 |
| Multi-AUV Inspection for Process Monitoring of Underwater Oil Transportation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 828-830 作者: Jingyi He; Jiabao Wen; Shuai Xiao; Jiachen Yang Adobe PDF(4206Kb)  |  收藏  |  浏览/下载:187/62  |  提交时间:2023/03/02 |
| Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631 作者: Qinghai Miao; Yisheng Lv; Min Huang; Xiao Wang; Fei-Yue Wang Adobe PDF(11937Kb)  |  收藏  |  浏览/下载:904/146  |  提交时间:2023/03/02 Machine learning parallel learning parallel systems sim-to-real syn-to-real virtual-to-real |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426 作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao Adobe PDF(1612Kb)  |  收藏  |  浏览/下载:210/47  |  提交时间:2022/08/01 Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| Scribble-Supervised Video Object Segmentation 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353 作者: Peiliang Huang; Junwei Han; Nian Liu; Jun Ren; Dingwen Zhang Adobe PDF(15349Kb)  |  收藏  |  浏览/下载:179/28  |  提交时间:2021/11/03 Convolutional neural networks (CNNs) scribble self-attention video object segmentation weakly supervised |