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| Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者: Luigi D’Alfonso; Francesco Giannini; Giuseppe Franzè; Giuseppe Fedele; Francesco Pupo; Giancarlo Fortino
 Adobe PDF(7491Kb) |  收藏 | 浏览/下载：190/125 | 提交时间：2024/01/02
Distributed model predictive control distributed reinforcement learning routing decisions urban road networks |
| Adaptive Trajectory Tracking Control for Nonholonomic Wheeled Mobile Robots: A Barrier Function Sliding Mode Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1007-1021
作者: Yunjun Zheng; Jinchuan Zheng; Ke Shao; Han Zhao; Hao Xie; Hai Wang
 Adobe PDF(32944Kb) | 收藏 | 浏览/下载：16/3 | 提交时间：2024/03/18
Adaptive sliding mode barrier function nonholonomic wheeled mobile robot (NWMR) trajectory tracking control |
| 面向复杂物流配送场景的车辆路径规划多任务辅助进化算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 544-559
作者: 李坚强; 蔡俊创; 孙涛; 朱庆灵; 林秋镇
Adobe PDF(1767Kb) | 收藏 | 浏览/下载：11/5 | 提交时间：2024/04/10
车辆路径规划问题 时间窗约束 同时取送货 进化算法 迁移优化 |
| Distributed Economic MPC for Synergetic Regulation of the Voltage of an Island DC Micro-Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 734-745
作者: Yi Zheng; Yanye Wang; Xun Meng; Shaoyuan Li; Hao Chen
Adobe PDF(3523Kb) | 收藏 | 浏览/下载：54/20 | 提交时间：2024/02/19
Distributed model predictive control (DMPC) Lyapunov-based model predictive control micro-grid (MG) voltage control |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| Virtual Power Plants for Grid Resilience: A Concise Overview of Research and Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 329-343
作者: Yijing Xie; Yichen Zhang; Wei-Jen Lee; Zongli Lin; Yacov A. Shamash
Adobe PDF(798Kb) | 收藏 | 浏览/下载：46/18 | 提交时间：2024/01/23
Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie
Adobe PDF(6097Kb) | 收藏 | 浏览/下载：49/12 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| Multi-UAVs Collaborative Path Planning in the Cramped Environment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 529-538
作者: Siyuan Feng; Linzhi Zeng; Jining Liu; Yi Yang; Wenjie Song
Adobe PDF(37781Kb) | 收藏 | 浏览/下载：56/16 | 提交时间：2024/01/23
Collision avoidance conflict resolution multi-unmanned aerial vehicles (UAVs) system path planning |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：221/152 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| Temporal Action Proposal Generation With Action Frequency Adaptive Network 期刊论文
IEEE Transactions on Multimedia, 2023, 卷号: 26, 页码: 2340 - 2353
作者: Yepeng Tang; Weining Wang; Chunjie Zhang; Jing Liu; Yao Zhao
Adobe PDF(10095Kb) | 收藏 | 浏览/下载：8/2 | 提交时间：2024/03/26 |
