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基于自适应动态规划的分布式迭代控制方法研究 学位论文
工学博士, 人工智能学院: 中国科学院大学, 2022
Authors:  李洪阳
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ESI计算机科学领域热点论文(2022年3月) 其他
Authors:  张桂英
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Asynchronous fault detection for delayed semi-markov jump systems with mismatched mode-dependent nonlinearities 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 587, 页码: 679-691
Authors:  Ma, Chao;  Fu, Hang;  Wu, Wei
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Asynchronous fault detection  Semi-Markov jump systems  Mismatched mode-dependent  nonlinearities  Time-varying delay  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
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  
Full-State-Constrained Non-Certainty-Equivalent Adaptive Control for Satellite Swarm Subject to Input Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 482-495
Authors:  Zhiwei Hao;  Xiaokui Yue;  Haowei Wen;  Chuang Liu
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Dynamic scaling  full-state constraints  input fault tolerance  non-CE adaptive control  satellite swarm  
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)  
Recursive Least Squares Identification With Variable-Direction Forgetting via Oblique Projection Decomposition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 547-555
Authors:  Kun Zhu;  Chengpu Yu;  Yiming Wan
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Non-persistent excitation  oblique projection  recursive least squares (RLS)  variable-direction forgetting (VDF)  
Multi-Cluster Feature Selection Based on Isometric Mapping 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 570-572
Authors:  Yadi Wang;  Zefeng Zhang;  Yinghao Lin
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Conflict-Aware Safe Reinforcement Learning: A Meta-Cognitive Learning Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 466-481
Authors:  Majid Mazouchi;  Subramanya Nageshrao;  Hamidreza Modares
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Optimal control  receding-horizon attentional controller (RHAC)  reinforcement learning (RL)  
Domain-Invariant Similarity Activation Map Contrastive Learning for Retrieval-Based Long-Term Visual Localization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 313-328
Authors:  Hanjiang Hu;  Hesheng Wang;  Zhe Liu;  Weidong Chen
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Deep representation learning  place recognition  visual localization