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Knowledge Commons of Institute of Automation,CAS
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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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View/Download:24/2
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Submit date:2022/06/17
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
Adobe PDF(716Kb)
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View/Download:14/1
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Submit date:2022/06/14
Continuous-Time Linear Parallel Output Regulation
会议论文
, Beijing, China, 22-24 October 2021
Authors:
Li, Hongyang
;
Wei, Qinglai
;
Wang, Fei-Yue
Adobe PDF(912Kb)
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View/Download:14/5
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Submit date:2022/06/14
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
Adobe PDF(3735Kb)
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View/Download:13/0
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Submit date:2022/07/01
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
Adobe PDF(4053Kb)
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View/Download:22/3
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Submit date:2022/03/17
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
Adobe PDF(7657Kb)
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Submit date:2022/01/07
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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Submit date:2022/03/09
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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Submit date:2022/03/09
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
Adobe PDF(2201Kb)
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Submit date:2022/03/09
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
Adobe PDF(2642Kb)
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View/Download:11/1
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Submit date:2022/03/09
Motor drive
power electronics systems
sliding mode control