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CASIA OpenIR
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HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 21861-21872
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：324/42  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
AdapGL: An adaptive graph learning algorithm for traffic prediction based on spatiotemporal neural networks 期刊论文
Transportation Research Part C, 2022, 期号: 99, 页码: 1-1
作者:  Wei Zhang;  Fenghua Zhu;  Yisheng Lv;  Chang Tan;  Wen Liu;  Xin Zhang;  Fei-Yue Wang
Adobe PDF(2619Kb)  |  收藏  |  浏览/下载：422/138  |  提交时间：2022/04/08
Adaptive graph learning, Traffic prediction, Graph convolutional network, Expectation maximization, Deep learning  
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
作者:  Li, Xiaoshuang;  Ye, Peijun;  Jin, Junchen;  Zhu, Fenghua;  Wang, Fei-Yue
Adobe PDF(2319Kb)  |  收藏  |  浏览/下载：355/69  |  提交时间：2022/01/27
Generative adversarial networks  Data models  Gallium nitride  Task analysis  Complex systems  Intelligent traffic signal operations  deep behavioral cloning  
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 5, 页码: 2180-2189
作者:  Peijun Ye;  Fenghua Zhu;  Samer Sabri;  Fei-Yue Wang
Adobe PDF(2643Kb)  |  收藏  |  浏览/下载：322/93  |  提交时间：2019/10/10
Population Synthesis  Multiple Social Relationships  Tensor Decomposition  Agent-based Simulation  
Modified K-best Receiver for Multi-antenna Vehicular Networks 会议论文
, Japan, 2017
作者:  Shuangshuang Han;  Fenghua Zhu;  Yingchun Wang;  Gang Xiong;  Fei-Yue Wang
浏览  |  Adobe PDF(231Kb)  |  收藏  |  浏览/下载：322/102  |  提交时间：2017/12/31
A Framework of Future Innovative Urban Transport 会议论文
2016 IEEE International Conference on Intelligent Transportation Systems (ITSC), Brazil, 2016
作者:  Xisong Dong;  Jiehan Zhou;  Bin Hu;  Jukka Riekki;  Gang Xiong;  Fei-Yue Wang;  Fenghua Zhu;  Hu, Bin
浏览  |  Adobe PDF(517Kb)  |  收藏  |  浏览/下载：335/101  |  提交时间：2016/11/09
Future Innovative Urban Transport  
An Erlang-based Simulation Approach of Artificial Transportation Systems 会议论文
IEEE International Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil, 2016.11.01
作者:  Chen, Songhang;  Zhu, Fenghua;  Wang, Feiyue
浏览  |  Adobe PDF(244Kb)  |  收藏  |  浏览/下载：476/186  |  提交时间：2016/10/15
Erlang  Artificial Transportation Systems