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面向信息网络的表示与关联方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  车飞虎
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信息网络  网络表示学习  自举机制  对比学习  负样本采样  
Optimal synchronization control for multi-agent systems with input saturation: a nonzero-sum game 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 页码: 10
Authors:  Li, Hongyang;  Wei, Qinglai
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Continuous-Time Linear Parallel Output Regulation 会议论文
, Beijing, China, 22-24 October 2021
Authors:  Li, Hongyang;  Wei, Qinglai;  Wang, Fei-Yue
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Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
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Meterological forecasting  Deep learning  Neural architecture search  AutoML  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
Authors:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
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Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao
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Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.  
Distributed Optimization Algorithm for Multi-Robot Formation with Virtual Reference Center 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 732-734
Authors:  Jingyi Huang, Shuaiyu Zhou, Hua Tu, Yuhong Yao, Qingshan Liu
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Coordination of Networked Nonlinear Multi-Agents Using a High-Order Fully Actuated Predictive Control Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 615-623
Authors:  Guo-Ping Liu
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High-order fully actuated systems,networked control systems,networked predictive control,nonlinear multi-agents  
Optimal Synchronization Control of Heterogeneous Asymmetric Input-Constrained Unknown Nonlinear MASs via Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 520-532
Authors:  Lina Xia;  Qing Li;  Ruizhuo Song;  Hamidreza Modares
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Asymmetric input-constrained  heterogeneous nonlinear multiagent systems (MASs)  Hamilton-Jacobi-Bellman (HJB) equation  novel observer  reinforcement learning (RL)  
Sliding Mode Control in Power Converters and Drives: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 392-406
Authors:  Ligang Wu;  Jianxing Liu;  Sergio Vazquez;  Sudip K. Mazumder
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Motor drive  power electronics systems  sliding mode control