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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
Favorite  |  View/Download:66/0  |  Submit date:2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
Generative Adversarial Networks: Introduction and Outlook 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 4, 页码: 588-598
Authors:  Kunfeng Wang;  Chao Gou;  Yanjie Duan;  Yilun Lin;  Xinhu Zheng;  Fei-Yue Wang
View  |  Adobe PDF(16945Kb)  |  Favorite  |  View/Download:52/1  |  Submit date:2018/01/08
Acp Approach  Adversarial Learning  Generative Adversarial Networks (Gans)  Generative Models  Parallel Intelligence  Zero-sum Game  
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
View  |  Adobe PDF(2130Kb)  |  Favorite  |  View/Download:107/9  |  Submit date:2017/07/18
Artificial Community  Computational Experiments  Cyber Interactive Behavior  Message Publishing Mechanisms  Multiagent-based Modeling (Mam)  
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:502/175  |  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  
PDP: parallel dynamic programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 1, 页码: 1-5
Authors:  Fei-Yue Wang;  Jie Zhang;  Qinglai Wei;  Xinhu Zheng;  Li Li
View  |  Adobe PDF(3789Kb)  |  Favorite  |  View/Download:46/0  |  Submit date:2018/01/04
Parallel Dynamic Programming  Dynamic Programming  Adaptive Dynamic Programming  Reinforcementlearning  Deep Learning  Neural Networks  Artificial Intelligence.  
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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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:89/12  |  Submit date:2016/06/20
Crowdsourcing  Location-based Services  Network Analysis  Urban Traffic Management  
Where does AlphaGo go: from Church-Turing Thesis to AlphaGo Thesis and beyond 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2016, 卷号: 3, 期号: 2, 页码: 113-120
Authors:  Wang, Fei-Yue;  Zhang, Jun Jason;  Zheng, Xinhu;  Wang, Xiao;  Yuan, Yong;  Dai, Xiaoxiao;  Zhang J(张杰);  Yang, Liuqing
View  |  Adobe PDF(1045Kb)  |  Favorite  |  View/Download:242/139  |  Submit date:2016/06/20
Acp  Alphago  Alphago Thesis  Church-turing Thesis  Deep Learning  Deep Neural Networks  Deep Rule-based Networks  Knowledge Automation  Parallel Intelligence  Parallel Control  Parallel Management  
Big Data for Social Transportation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 卷号: 17, 期号: 3, 页码: 620-630
Authors:  Zheng, Xinhu;  Chen, Wei;  Wang, Pu;  Shen, Dayong;  Chen, Songhang;  Wang, Xiao;  Zhang, Qingpeng;  Yang, Liuqing
View  |  Adobe PDF(1913Kb)  |  Favorite  |  View/Download:167/47  |  Submit date:2016/06/14
Big Data  Social Transportation  Intelligent Transportation System  Data Analytics  Crowdsourcing  
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
Adobe PDF(796Kb)  |  Favorite  |  View/Download:37/0  |  Submit date:2018/01/08