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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：45/18 | 提交时间：2024/06/07 |
| 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：38/14 | 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：34/15 | 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：31/15 | 提交时间：2024/06/07
Dynamic obstacle avoidance multi-robot collaborative hunting obstacle-avoiding Voronoi cells task allocation |
| Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1591-1604
作者: Kun Jiang; Wenzhang Liu; Yuanda Wang; Lu Dong; Changyin Sun
Adobe PDF(2128Kb) | 收藏 | 浏览/下载：31/10 | 提交时间：2024/06/07
Latent variable model maximum entropy multi-agent reinforcement learning (MARL) multi-agent system |
| A Non-Parametric Scheme for Identifying Data Characteristic Based on Curve Similarity Matching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1424-1437
作者: Quanbo Ge; Yang Cheng; Hong Li; Ziyi Ye; Yi Zhu; Gang Yao
Adobe PDF(2544Kb) | 收藏 | 浏览/下载：41/14 | 提交时间：2024/05/22
Curve similarity matching Gaussian-like noise non-parametric scheme parzen window |
| Asynchronous learning-based output feedback sliding mode control for semi-Markov jumpsystems: A descriptor approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1358-1369
作者: Zheng Wu; Yiyun Zhao; Fanbiao Li; Tao Yang; Yang Shi; Weihua Gui
Adobe PDF(2638Kb) | 收藏 | 浏览/下载：37/9 | 提交时间：2024/05/22
Asynchronous switching learning-based control output feedback semi-Markovian jump systems sliding mode control (SMC) |
| 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：28/5 | 提交时间：2024/05/22
Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Observer-Based Adaptive Robust Precision Motion Control of a Multi-Joint Hydraulic Manipulator 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1213-1226
作者: Zheng Chen; Shizhao Zhou; Chong Shen; Litong Lyu; Junhui Zhang; Bin Yao
Adobe PDF(4624Kb) | 收藏 | 浏览/下载：63/20 | 提交时间：2024/04/10
Hydraulic manipulator nonlinear adaptive observer parameter adaptation robust control |
| Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者: MengChu Zhou; Meiji Cui; Dian Xu; Shuwei Zhu; Ziyan Zhao; Abdullah Abusorrah
Adobe PDF(2100Kb) | 收藏 | 浏览/下载：43/8 | 提交时间：2024/04/10
Evolutionary algorithm (EA) high-dimensional expensive problems (HEPs) industrial applications surrogate-assisted optimization |
