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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 |
| Evolutionary Multi/Many-Objective Optimisation via Bilevel Decomposition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1973-1986
作者: Shouyong Jiang; Jinglei Guo; Yong Wang; Shengxiang Yang
Adobe PDF(3261Kb) | 收藏 | 浏览/下载：8/4 | 提交时间：2024/08/09
Bilevel decomposition evolutionary algorithm many-objective optimisation multi-objective optimisation |
| 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 |
| Data Driven Vibration Control: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1898-1917
作者: Weiyi Yang; Shuai Li; Xin Luo
Adobe PDF(6054Kb) | 收藏 | 浏览/下载：7/6 | 提交时间：2024/08/09
Data driven vibration control (DDVC) data science designing method feedforward control industrial robot input shaping optimizing method residual vibration |
| 高速公路无人驾驶的分层抽样多动态窗口轨迹规划算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 7, 页码: 1315-1332
作者: 张琳; 薛建儒; 马超; 李庚欣; 李勇强
Adobe PDF(18296Kb) | 收藏 | 浏览/下载：13/6 | 提交时间：2024/07/25
无人驾驶 轨迹规划 运动规划 贝叶斯网络 |
| Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者: Jingqing Ruan; Kaishen Wang; Qingyang Zhang; Dengpeng Xing; Bo Xu
Adobe PDF(4577Kb) | 收藏 | 浏览/下载：27/12 | 提交时间：2024/07/18
Reinforcement learning representation learning subtask planning task decomposition pretraining. |
| Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630
作者: Wei Ji; Jingjing Li; Qi Bi; Tingwei Liu; Wenbo Li; Li Cheng
Adobe PDF(11623Kb) | 收藏 | 浏览/下载：15/4 | 提交时间：2024/07/18
Segment anything model (SAM) visual perception segmentation foundational model computer vision |
| Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者: Sheng Qi; Rui Wang; Tao Zhang; Weixiong Huang; Fan Yu; Ling Wang
Adobe PDF(2019Kb) | 收藏 | 浏览/下载：23/13 | 提交时间：2024/07/16
Evolutionary algorithms pattern mining sparse large-scale multi-objective problems (SLMOPs) sparse large-scale optimization |
| 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) |
| The First Five Years of a Phase Theory for Complex Systems and Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1728-1743
作者: Dan Wang; Wei Chen; Li Qiu
Adobe PDF(1875Kb) | 收藏 | 浏览/下载：16/6 | 提交时间：2024/07/16
Consensus and synchronization matrix phases multi-agent systems phase theory sectored real lemma small phase theorem |
