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Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
Authors:  Jie Hou;  Xianlin Zeng;  Gang Wang;  Jian Sun;  Jie Chen
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Distributed optimization  Frank-Wolfe (FW) algorithms  momentum-based method  stochastic optimization  
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
Authors:  Zhaojian Wang;  Wei Wei;  John Zhen Fu Pang;  Feng Liu;  Bo Yang;  Xinping Guan;  Shengwei Mei
Adobe PDF(2336Kb)  |  Favorite  |  View/Download：21/2  |  Submit date：2023/03/22
Feedback optimization  Lyapunov optimization  online convex optimization  online optimization  optimization-guided control  
嵌入结构先验的机器人技能学习算法研究 学位论文
, 2022
Authors:  张丰一
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技能学习  结构先验知识  机器人  状态表示学习  强化学习  
平行交通系统中的预测与控制关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  戴星原
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平行交通系统  交通预测  交通控制  深度学习  强化学习  
Adaptive Generalized Eigenvector Estimating Algorithm for Hermitian Matrix Pencil 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1967-1979
Authors:  Yingbin Gao
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Deterministic discrete-time (DDT)  generalized eigenvector  learning rate  online estimation  
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 127-137
Authors:  Emanuele De Santis, Alessandro Giuseppi, Antonio Pietrabissa, Michael Capponi, Francesco Delli Priscoli
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Network selection  HetNet  deep reinforcement learning  deep-Q-network (DQN)  5G communications  
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  
NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2022, 卷号: 30, 页码: 865-878
Authors:  Wang, Tao;  Fu, Ruibo;  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi
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Vocoders  Stochastic processes  Neural networks  Speech processing  Signal to noise ratio  Acoustics  Speech enhancement  Vocoder  speech synthesis  deterministic plus stochastic  multiband excitation  noise control  
An Empirical Study of Graph Contrastive Learning 会议论文
, Online, 2021-12
Authors:  Zhu, Yanqiao;  Xu, Yichen;  Liu, Qiang;  Wu, Shu
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A Multi-Task MRC Framework for Chinese Emotion Cause and Experiencer Extraction 会议论文
, Bratislava, Slovakia, 2021-09
Authors:  Haoda Qian;  Qiudan Li;  Zaichuan Tang
Adobe PDF(79001Kb)  |  Favorite  |  View/Download：125/21  |  Submit date：2022/06/14