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基于区块链的传染病监测与预警技术 期刊论文
智能科学与技术学报, 2020, 页码: 135-143
Authors:  欧阳丽炜;  袁勇;  郑心湖;  张俊;  王飞跃
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Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
Visual Human-Computer Interactions for Intelligent Vehicles and Intelligent Transportation Systems: The State of the Art and Future Directions 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 1, 页码: 253-265
Authors:  Wang, Xumeng;  Zheng, Xinhu;  Chen, Wei;  Wang, Fei-Yue
Favorite  |  View/Download:207/0  |  Submit date:2021/03/08
Augmented reality (AR)  federated learning  intelligent vehicles  visual human-computer interactions  visualization  
Capturing Car-Following Behaviors by Deep Learning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 3, 页码: 910-920
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yilun;  Zheng, Xinhu;  Wang, Fei-Yue
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Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
决策知识自动化 大数据时代的商业决策分析方法 (译著) 专著
北京:人民邮电出版社, 2015
Authors:  王飞跃;  王晓;  郑心湖
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生成式对抗网络GAN的研究进展与展望 期刊论文
自动化学报, 2017, 卷号: 43, 期号: 3, 页码: 321¡332
Authors:  王坤峰;  苟超;  段艳杰;  林懿伦;  郑心湖;  王飞跃
View  |  Adobe PDF(17119Kb)  |  Favorite  |  View/Download:2007/641  |  Submit date:2018/01/08
生成式对抗网络  生成式模型  零和博弈  对抗学习  平行智能  Acp 方法  
机器崛起 专著
北京:机械工业出版社, 2017
Authors:  王晓;  郑心湖;  王飞跃
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Analysis of Cyber Interactive Behaviors Using Artificial Community and Computational Experiments 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 6, 页码: 995-1006
Authors:  Wang, Xiao;  Zheng, Xinhu;  Zhang, Xinzhan;  Zeng, Ke;  Wang, Fei-Yue
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Artificial Community  Computational Experiments  Cyber Interactive Behavior  Message Publishing Mechanisms  Multiagent-based Modeling (Mam)  
Crowdsourcing in ITS: The State of the Work and the Networking 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 6, 页码: 1596-1605
Authors:  Wang, Xiao;  Zheng, Xinhu;  Zhang, Qingpeng;  Wang, Tao;  Shen, Dayong;  Xiao Wang
View  |  Adobe PDF(1393Kb)  |  Favorite  |  View/Download:426/102  |  Submit date:2016/06/20
Crowdsourcing  Location-based Services  Network Analysis  Urban Traffic Management