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| A Novel Approach for Trajectory Tracking Control of an Under-Actuated Quad-Rotor UAV 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2030-2032
作者: Ke Shao; Kang Huang; Shengchao Zhen; Hao Sun; Rongrong Yu
 Adobe PDF(448Kb) |  收藏 | 浏览/下载：9/5 | 提交时间：2024/08/09 |
| RMPC-Based Visual Servoing for Trajectory Tracking of Quadrotor UAVs With Visibility Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2027-2029
作者: Qifan Yang; Huiping Li
Adobe PDF(1557Kb) | 收藏 | 浏览/下载：8/4 | 提交时间：2024/08/09 |
| 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 |
| Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者: Yisha Li; Ya Zhang; Xinde Li; Changyin Sun
Adobe PDF(4383Kb) | 收藏 | 浏览/下载：5/1 | 提交时间：2024/08/09
Human-machine cooperation mixed domain attention mechanism multi-agent reinforcement learning spatio-temporal feature traffic signal control |
| 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 |
| A Generalized Array Factor for Time-Modulated Hexagonal Based Antenna Array Geometry With Novel Trapezoidal Switching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1967-1972
作者: Gopi Ram
Adobe PDF(2648Kb) | 收藏 | 浏览/下载：8/3 | 提交时间：2024/08/09
Hexagonal array geometry radiation pattern time-modulation trapezoidal pulse |
| 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：4/3 | 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 |
| MGML: Momentum Group Meta-Learning for Few-Shot Image Classification 期刊论文
Neurocomputing, 2022, 页码: 351-361
作者: Zhu XM(朱晓萌); Li SX(李书晓)
Adobe PDF(1801Kb) | 收藏 | 浏览/下载：40/9 | 提交时间：2024/07/30
Few-shot learning Meta-learning Ensemble model Adaptive momentum update rule |
| 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. |
