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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：255/30  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
Deep Deterministic Policy Gradient for High-Speed Train Trajectory Optimization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 页码: 13
作者:  Ning, Lingbin;  Zhou, Min;  Hou, Zhuopu;  Goverde, Rob M. P.;  Wang, Fei-Yue;  Dong, Hairong
收藏  |  浏览/下载：166/0  |  提交时间：2022/01/27
Rail transportation  Training  Heuristic algorithms  Resistance  Optimal control  Trajectory optimization  Switches  High-speed railway  train trajectory optimization  deep deterministic policy gradient  energy efficiency  
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：288/54  |  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  
Acting As A Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 期号: Accepted, 页码: Accepted
作者:  Yuanyuan Chen;  Hongyu Chen;  Peijun Ye;  Yisheng Lv;  Fei-Yue Wang
浏览  |  Adobe PDF(2382Kb)  |  收藏  |  浏览/下载：264/55  |  提交时间：2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
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
作者:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yilun;  Zheng, Xinhu;  Wang, Fei-Yue
浏览  |  Adobe PDF(3543Kb)  |  收藏  |  浏览/下载：429/167  |  提交时间：2018/10/10
Microscopic Car-following Model  Deep Learning  Recurrent Neural Network (Rnn)  Gated Recurrent Unit (Gru) Neural Networks  
Scanning the Issue and Beyond: Merton's Laws and Mertionian Systems for ITS 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 6
作者:  Wang, Fei-Yue
Adobe PDF(247Kb)  |  收藏  |  浏览/下载：188/6  |  提交时间：2016/01/18
Scanning the Issue and Beyond: Transportation Games for Social Transportation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 3, 页码: 1061-1069
作者:  Wang, Fei-Yue;  Wang, FY
浏览  |  Adobe PDF(101Kb)  |  收藏  |  浏览/下载：230/58  |  提交时间：2015/09/23
Transportation Games  Social Transportation  
Scanning the Issue and Beyond: Real-Time Social Transportation with Online Social Signals 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 3, 页码: 909-914
作者:  Wang, Fei-Yue
浏览  |  Adobe PDF(77Kb)  |  收藏  |  浏览/下载：341/119  |  提交时间：2015/08/12
Real-time Social Transportation  Online Social Signals  
Scanning the Issue and Beyond: ITS With Complete Traffic Control 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 2, 页码: 457-462
作者:  Wang, Fei-Yue
浏览  |  Adobe PDF(76Kb)  |  收藏  |  浏览/下载：98/13  |  提交时间：2015/08/12
Traffic Control  
DHP Method for Ramp Metering of Freeway Traffic 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 卷号: 12, 期号: 4, 页码: 990-999
作者:  Zhao, Dongbin;  Bai, Xuerui;  Wang, Fei-Yue;  Xu, Jing;  Yu, Wensheng;  Fei-Yue Wang
浏览  |  Adobe PDF(827Kb)  |  收藏  |  浏览/下载：237/73  |  提交时间：2015/08/12
Congestion  Dual Heuristic Programming (Dhp)  Ramp Metering  Traffic Control