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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:16/7  |  提交时间:2024/06/07 |
| 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:9/4  |  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:9/3  |  提交时间:2024/06/07 Latent variable model maximum entropy multi-agent reinforcement learning (MARL) multi-agent system |
| Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556 作者: Weihao Song; Zidong Wang; Zhongkui Li; Jianan Wang; Qing-Long Han
Adobe PDF(1858Kb)  |   收藏  |  浏览/下载:7/2  |  提交时间:2024/06/07 Communication constraints maximum correntropy filter networked nonlinear filtering particle filter sample-based approximation unscented Kalman filter |
| 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:25/9  |  提交时间:2024/05/22 Curve similarity matching Gaussian-like noise non-parametric scheme parzen window |
| 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:24/7  |  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 |
| Mapping Network-coordinated Stacked Gated Recurrent Units for Turbulence Prediction 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1331-1341 作者: Zhiming Zhang; Shangce Gao; MengChu Zhou; Mengtao Yan; Shuyang Cao
Adobe PDF(7172Kb)  |   收藏  |  浏览/下载:20/8  |  提交时间:2024/05/22 Convolutional neural network deep learning recurrent neural network turbulence prediction wind load prediction |
| 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:15/4  |  提交时间:2024/05/22 Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| A Data-Driven Real-Time Trajectory Planning and Control Methodology for UGVs Using LSTMRDNN 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1292-1294 作者: Kaiyuan Chen; Runqi Chai; Runda Zhang; Zhida Xing; Yuanqing Xia; Guoping Liu
Adobe PDF(854Kb)  |   收藏  |  浏览/下载:52/17  |  提交时间:2024/04/10 |
| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238 作者: Qinchen Yang; Fukai Zhang; Cong Wang![](/image/person.jpg)
Adobe PDF(4415Kb)  |   收藏  |  浏览/下载:42/14  |  提交时间:2024/04/10 Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |