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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：291/36  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
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：319/64  |  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：286/59  |  提交时间：2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 卷号: 21, 期号: 4, 页码: 1624-1630
作者:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Fei-Yue
浏览  |  Adobe PDF(2070Kb)  |  收藏  |  浏览/下载：380/66  |  提交时间：2020/06/02
Generators  Data models  Gallium nitride  Generative adversarial networks  Training  Loss measurement  Biological system modeling  Parallel data  generative adversarial networks  traffic flow imputation  data augmentation  deep learning  
Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2395-2400
作者:  Lin, Yilun;  Dai, Xingyuan;  Li, Li;  Wang, Fei-Yue
浏览  |  Adobe PDF(623Kb)  |  收藏  |  浏览/下载：368/159  |  提交时间：2019/05/07
Traflic flow prediction  deep learning  generative adversarial network  
A Study of Destination Selection Model Based on Link Flows 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 卷号: 14, 期号: 1, 页码: 428-437
作者:  Ye, Peijun;  Wen, Ding
浏览  |  Adobe PDF(774Kb)  |  收藏  |  浏览/下载：227/82  |  提交时间：2015/08/12
Destination Selection  Link Flow  Traffic Simulation  
UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation Management Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2013, 卷号: 14, 期号: 3, 页码: 1541-1547
作者:  Kong, Qing-Jie;  Xu, Yanyan;  Lin, Shu;  Wen, Ding;  Zhu, Fenghua;  Liu, Yuncai
Adobe PDF(607Kb)  |  收藏  |  浏览/下载：385/106  |  提交时间：2015/08/12
Corsim  Fundamental Diagram (Fd)  Parallel-transportation Management Systems (Ptms)  Short-term Traffic Flow Prediction  Urban Traffic Network (Utn) Model  
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：251/78  |  提交时间：2015/08/12
Congestion  Dual Heuristic Programming (Dhp)  Ramp Metering  Traffic Control  
A Complementary Modularized Ramp Metering Approach Based on Iterative Learning Control and ALINEA 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 卷号: 12, 期号: 4, 页码: 1305-1318
作者:  Zhongsheng Hou;  Xin Xu;  Jingwen Yan;  Jian-Xin Xu;  Gang Xiong
浏览  |  Adobe PDF(497Kb)  |  收藏  |  浏览/下载：248/80  |  提交时间：2015/08/12
Alinea  Iterative Learning Control (Ilc)  Ramp Metering  Traffic Control