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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 |
| 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 |
| 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 |
| Risk-Informed Model-Free Safe Control of Linear Parameter-Varying Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1918-1932
作者: Babak Esmaeili; Hamidreza Modares
Adobe PDF(19748Kb) | 收藏 | 浏览/下载：3/2 | 提交时间：2024/08/09
Data-driven control linear parameter-varying systems probabilistic control safe control |
| 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 |
| 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. |
| ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 771-781
作者: Ho Yin Au; Jie Chen; Junkun Jiang; Yike Guo
Adobe PDF(2161Kb) | 收藏 | 浏览/下载：23/7 | 提交时间：2024/07/18
Generative model cross-modality learning normalizing flow tempo synchronization style transfer |
| A Novel Scalable Fault-Tolerant Control Design for DC Microgrids With Nonuniform Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1886-1888
作者: Aimin Wang; Minrui Fei; Dajun Du; Yang Song
Adobe PDF(557Kb) | 收藏 | 浏览/下载：33/13 | 提交时间：2024/07/16 |
| Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1849-1864
作者: Xinli Shi; Xiangping Xu; Guanghui Wen; Jinde Cao
Adobe PDF(2318Kb) | 收藏 | 浏览/下载：29/11 | 提交时间：2024/07/16
Consensus constrained optimization disturbance rejection linear equations fixed-time gradient flow (FxTGF) |
| Optimal Positioning Strategy for Multi-Camera Zooming Drones 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1802-1818
作者: Manuel Vargas; Carlos Vivas; Teodoro Alamo
Adobe PDF(6070Kb) | 收藏 | 浏览/下载：24/9 | 提交时间：2024/07/16
Convex optimization projective transformation unmanned aerial vehicle visual object tracking visual surveillance |
