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Containment control with input and velocity constraints 期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 7
Authors:  Xu, Jiahao;  Lin, Peng;  Cheng, Long;  Dong, Hairong
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Multi-agent systems  Containment control  Nonconvex constraints  Switching graphs  
面向跨领域场景的句子匹配关键技术研究 学位论文
工学博士学位, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  白桂荣
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自然语言处理,句子匹配,跨领域场景,领域自适应  
基于联邦学习的人脸识别方法研究 学位论文
, 中国科学院自动化所: 中国科学院自动化所, 2022
Authors:  刘凌云
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深度学习  人脸识别  联邦学习  
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  
Bayesian Multidimensional Scaling for Location Awareness in Hybrid-Internet of Underwater Things 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 496-509
Authors:  Ruhul Amin Khalil;  Nasir Saeed;  Mohammad Inayatullah Babar;  Tariqullah Jan;  Sadia Din
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Bayesian multidimensional scaling (BMDS)  hybrid Cramer-Rao lower bound (H-CRLB)  internet of underwater things (IoUT)  signals of opportunity (SOA) approach  
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)  
Maximizing Convergence Speed for Second Order Consensus in Leaderless Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 259-269
Authors:  Gianvito Difilippo;  Maria Pia Fanti;  Agostino Marcello Mangini
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Consensus protocols  directed spanning tree  multi-agent systems  networked systems  second-order consensus  
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 812-833
Authors:  Xinlei Yi;  Shengjun Zhang;  Tao Yang;  Tianyou Chai;  Karl Henrik Johansson
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Distributed nonconvex optimization  linear speedup  Polyak-Łojasiewicz (P-Ł) condition  primal-dual algorithm  stochastic gradient descent  
Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
Authors:  Jianrui Wang;  Yitian Hong;  Jiali Wang;  Jiapeng Xu;  Yang Tang;  Qing-Long Han;  Jürgen Kurths
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Cooperative games  counterfactual regret min- imization  distributed optimization  federated optimization  fictitious self-play  mean field games  multi-agent reinforcement learning  non-cooperative games  
Multiview Locally Linear Embedding for Spectral-Spatial Dimensionality Reduction of Hyperspectral Imagery 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1091-1094
Authors:  Haochen Ji;  Zongyu Zuo
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