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| A Multi-AGV Routing Planning Method Based on Deep Reinforcement Learning and Recurrent Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1720-1722
作者: Yishuai Lin; Gang Hu; Liang Wang ; Qingshan Li; Jiawei Zhu
 Adobe PDF(2948Kb) |  收藏 | 浏览/下载：33/14 | 提交时间：2024/06/07 |
| 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：25/9 | 提交时间：2024/06/07 |
| Neural Dynamics for Cooperative Motion Control of Omnidirectional Mobile Manipulators in the Presence of Noises: A Distributed Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1605-1620
作者: Yufeng Lian; Xingtian Xiao; Jiliang Zhang; Long Jin; Junzhi Yu; Zhongbo Sun
Adobe PDF(6691Kb) | 收藏 | 浏览/下载：17/7 | 提交时间：2024/06/07
Cooperative motion control noise-tolerant zeroing neural network (NTZNN) omnidirectional mobile manipulator (OMM) repetitive motion planning |
| Industry-oriented Detection Method of PCBA Defects Using Semantic Segmentation Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1438-1446
作者: Yang Li; Xiao Wang; Zhifan He; Ze Wang; Ke Cheng; Sanchuan Ding; Yijing Fan; Xiaotao Li; Yawen Niu; Shanpeng Xiao; Zhenqi Hao; Bin Gao; Huaqiang Wu
Adobe PDF(12898Kb) | 收藏 | 浏览/下载：23/6 | 提交时间：2024/05/22
Automated optical inspection (AOI) deep learning defect detection printed circuit board assembly (PCBA) semantic segmentation |
| A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者: Sheng Qi; Rui Wang; Tao Zhang; Xu Yang; Ruiqing Sun; Ling Wang
Adobe PDF(3038Kb) | 收藏 | 浏览/下载：31/11 | 提交时间：2024/05/22
Evolutionary algorithms learning swarm optimization sparse large-scale optimization sparse large-scale multi-objective problems two-layer encoding |
| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi
Adobe PDF(16165Kb) | 收藏 | 浏览/下载：21/4 | 提交时间：2024/05/22
Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| The Journey/DAO/TAO of Embodied Intelligence: From Large Models to Foundation Intelligence and Parallel Intelligence 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1313-1316
作者: Tianyu Shen; Jinlin Sun; Shihan Kong; Yutong Wang; Juanjuan Li; Xuan Li; Fei-Yue Wang
 Adobe PDF(682Kb) | 收藏 | 浏览/下载：35/12 | 提交时间：2024/05/22 |
| Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189
作者: Xiao Xue; Xiangning Yu; Deyu Zhou; Xiao Wang; Chongke Bi; Shufang Wang; Fei-Yue Wang
Adobe PDF(11890Kb) | 收藏 | 浏览/下载：46/6 | 提交时间：2024/04/10
Artificial society computational experiments model integration operation engine technology integration |
| MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1139-1150
作者: Qian Hu; Jiayi Ma; Yuan Gao; Junjun Jiang; Yixuan Yuan
Adobe PDF(10937Kb) | 收藏 | 浏览/下载：35/9 | 提交时间：2024/04/10
Compressive imaging deep unfolding network hyperspectral image |
| Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1106-1126
作者: Wenqi Ren; Yang Tang; Qiyu Sun; Chaoqiang Zhao; Qing-Long Han
Adobe PDF(12695Kb) | 收藏 | 浏览/下载：39/3 | 提交时间：2024/04/10
Computer vision deep learning few-shot learning low-shot learning semantic segmentation zero-shot learning |
