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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  
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  
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
Authors:  Honghao Zhu;  MengChu Zhou;  Yu Xie;  Aiiad Albeshri
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Credit card fraud detection (CCFD)  dandelion algorithm (DA)  feature selection  normal sowing operator  
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
Authors:  Luigi D’Alfonso;  Francesco Giannini;  Giuseppe Franzè;  Giuseppe Fedele;  Francesco Pupo;  Giancarlo Fortino
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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
Authors:  Rui Wang;  Zhiming Zhou;  Kaiwen Li;  Tao Zhang;  Ling Wang;  Xin Xu;  Xiangke Liao
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Branch-and-bound (B&B)  combinatorial optimization  deep learning  graph neural network  imitation learning  
基于主动学习的大规模复杂场景三维语义分割 学位论文
, 2023
Authors:  荣梦琪
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大规模  复杂三维场景  三维语义分割  主动学习  
基于深度强化学习的连续动作空中博弈对抗决策 学位论文
, 2023
Authors:  李伟凡
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强化学习  深度强化学习  自注意力网络  智能决策  多智能体系统  
Efficient 3D Scene Semantic Segmentation via Active Learning on Rendered 2D Images 期刊论文
IEEE Transactions on Image Processing, 2023, 卷号: 32, 页码: 3521-3535
Authors:  Mengqi Rong;  Hainan Cui;  Shuhan Shen
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图神经网络表示学习方法研究 学位论文
, 2023
Authors:  叶雪
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深度学习  图神经网络  注意力机制  元学习  拓扑数据分析  
Advantage Constrained Proximal Policy Optimization in Multi-Agent Reinforcement Learning 会议论文
, 昆士兰, 2023-6
Authors:  Li WF(李伟凡);  Zhu YH(朱圆恒);  Zhao DB(赵冬斌)
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multi-agent  reinforcement learning  policy gradient