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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, 页码: 12
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：253/30  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
MLRNN: Taxi Demand Prediction Based on Multi-Level Deep Learning and Regional Heterogeneity Analysis 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2021, 卷号: 0, 期号: 0, 页码: 0
作者:  Chizhan Zhang;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye;  Feiyue Wang
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：224/51  |  提交时间：2021/06/16
Taxi demand prediction  taxi zone clustering  heterogeneity analysis  deep learning  
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 21, 期号: 10, 页码: 4063 - 4071
作者:  Fenghua Zhu;  Yisheng Lv;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
浏览  |  Adobe PDF(2879Kb)  |  收藏  |  浏览/下载：438/223  |  提交时间：2020/10/15
Intelligent transportation systems  
A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction 会议论文
, Auckland, New Zealand, 2019-10-27
作者:  Zhishuai Li;  Gang Xiong;  Yuanyuan Chen;  Yisheng Lv;  Bin Hu;  Fenghua Zhu;  Fei-Yue Wang
Adobe PDF(305Kb)  |  收藏  |  浏览/下载：291/61  |  提交时间：2020/10/15
Impact of Evacuee Behavior on Evacuation Clearance Time 会议论文
Proceedings of 10th World Congress on Intelligent Control and Automation, Beijing, China, 2012
作者:  Lv,Yisheng;  Zhu, Fenghua;  Xiong, Gang;  Yao, Qingming;  Chen, Songhang;  Ye, Peijun;  Fenghua Zhu
Adobe PDF(416Kb)  |  收藏  |  浏览/下载：262/102  |  提交时间：2016/04/04
Evacuation  Behavior  Transportation  
A Game-Engine-Based Platform for Modeling and Computing Artificial Transportation Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 卷号: 12, 期号: 2, 页码: 343-353
作者:  Miao, Qinghai;  Zhu, Fenghua;  Lv, Yisheng;  Cheng, Changjian;  Chen, Cheng;  Qiu, Xiaogang
Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：400/147  |  提交时间：2015/08/12
Artificial Transportation Systems (Ats)  Distributed Simulation  Game Engine