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Achieving 500X Acceleration for Adversarial Robustness Verification of Tree-Based Smart Grid Dynamic Security Assessment 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 800-802
Authors:  Chao Ren;  Chunran Zou;  Zehui Xiong;  Han Yu;  Zhao-Yang Dong;  Niyato Dusit
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A Dual Closed-Loop Digital Twin Construction Method for Optimizing the Copper Disc Casting Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 581-594
Authors:  Zhaohui Jiang;  Chuan Xu;  Jinshi Liu;  Weichao Luo;  Zhiwen Chen;  Weihua Gui
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Copper disc casting machine  digital twin (DT)  mechanism modeling  self-optimization  
Hybrid Dynamic Variables-Dependent Event-Triggered Fuzzy Model Predictive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 723-733
Authors:  Xiongbo Wan;  Chaoling Zhang;  Fan Wei;  Chuan-Ke Zhang;  Min Wu
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Dynamic event-triggered mechanism (DETM)  hybrid dynamic variables  model predictive control (MPC)  robust positive invariant (RPI) set  T-S fuzzy systems  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
Authors:  Jiaqi Liu
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Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
A Simple yet Effective Framework for Active Learning to Rank 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 169-183
Authors:  Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Dejing Dou, Dawei Yin
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Search, information retrieval, learning to rank, active learning, query by committee  
A Finite-Time Convergent Analysis of Continuous Action Iterated Dilemma 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 563-565
Authors:  Zhen Wang;  Xiaoyue Jin;  Tao Zhang;  Dengxiu Yu
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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
Authors:  Jiawen Kang;  Junlong Chen;  Minrui Xu;  Zehui Xiong;  Yutao Jiao;  Luchao Han;  Dusit Niyato;  Yongju Tong;  Shengli Xie
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Avatar  blockchain  metaverses  multi-agent deep reinforcement learning  transformer  UAVs  
Optimal Cooperative Secondary Control for Islanded DC Microgrids via a Fully Actuated Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 405-417
Authors:  Yi Yu;  Guo-Ping Liu;  Yi Huang;  Peng Shi
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DC microgrids  distributed control  high-order fully actuated system approach  linear quadratic regulator  microgrid modeling  secondary control  
Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
Authors:  Yuchuang Tong;  Haotian Liu;  Zhengtao Zhang
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Future trends and challenges  humanoid robots  human-robot interaction  key technologies  potential applications  
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
Authors:  Oguzhan Dogru;  Junyao Xie;  Om Prakash;  Ranjith Chiplunkar;  Jansen Soesanto;  Hongtian Chen;  Kirubakaran Velswamy;  Fadi Ibrahim;  Biao Huang
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Process control  process systems engineering  reinforcement learning