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| 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:29/3  |  提交时间:2024/01/23 Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473 作者: Chaoyu Gong; Yang You Adobe PDF(1769Kb)  |  收藏  |  浏览/下载:27/13  |  提交时间:2024/01/23 Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| Fault Estimation for a Class of Markov Jump Piecewise-Affine Systems: Current Feedback Based Iterative Learning Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 418-429 作者: Yanzheng Zhu; Nuo Xu; Fen Wu; Xinkai Chen; Donghua Zhou Adobe PDF(5104Kb)  |  收藏  |  浏览/下载:18/5  |  提交时间:2024/01/23 Current feedback fault estimation iterative learning observer Markov jump piecewise-affine system |
| 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:21/7  |  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:19/6  |  提交时间:2024/01/23 Climate change renewable energy resources resilience smart grids virtual power plants (VPPs) |
| A Self-Adapting and Efficient Dandelion Algorithm and Its Application to Feature Selection for Credit Card Fraud Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 377-390 作者: Honghao Zhu; MengChu Zhou; Yu Xie; Aiiad Albeshri Adobe PDF(2674Kb)  |  收藏  |  浏览/下载:22/9  |  提交时间:2024/01/23 Credit card fraud detection (CCFD) dandelion algorithm (DA) feature selection normal sowing operator |
| Distributed Optimal Formation Control for Unmanned Surface Vessels by a Regularized Game-Based Approach 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 276-278 作者: Jun Shi; Maojiao Ye Adobe PDF(801Kb)  |  收藏  |  浏览/下载:61/21  |  提交时间:2024/01/02 |
| 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:146/113  |  提交时间:2024/01/02 Distributed model predictive control distributed reinforcement learning routing decisions urban road networks |
| 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:172/141  |  提交时间:2024/01/02 Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| Feature Matching via Topology-Aware Graph Interaction Model 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 113-130 作者: Yifan Lu; Jiayi Ma; Xiaoguang Mei; Jun Huang; Xiao-Ping Zhang Adobe PDF(26799Kb)  |  收藏  |  浏览/下载:187/151  |  提交时间:2024/01/02 Feature matching graph cut outlier filtering topology preserving |