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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：278/33  |  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：311/62  |  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：280/57  |  提交时间：2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
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
作者:  Wang, Xiao;  Zheng, Xinhu;  Zhang, Qingpeng;  Wang, Tao;  Shen, Dayong;  Xiao Wang
浏览  |  Adobe PDF(1393Kb)  |  收藏  |  浏览/下载：419/99  |  提交时间：2016/06/20
Crowdsourcing  Location-based Services  Network Analysis  Urban Traffic Management  
Scanning the Issue and Beyond: The Endless ITS Frontier in CSP Spaces 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, 卷号: 16, 期号: 4, 页码: 1610-1618
作者:  Wang, Fei-Yue
浏览  |  Adobe PDF(105Kb)  |  收藏  |  浏览/下载：242/52  |  提交时间：2015/09/23
Csp Spaces  Its  
A GPU-Based Parallel Genetic Algorithm for Generating Daily Activity Plans 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 卷号: 13, 期号: 3, 页码: 1474-1480
作者:  Wang, Kai;  Shen, Zhen
浏览  |  Adobe PDF(538Kb)  |  收藏  |  浏览/下载：276/92  |  提交时间：2015/08/12
Artificial Societies-computational Experiments-parallel Execution (Acp)  Artificial Transportation System (Ats)  Compute Unified Device Architecture (Cuda)  Daily Activity Plan  Genetic Algorithm (Ga)  Graphics Processing Unit (Gpu)  Microsimulation  
Growing Spatially Embedded Social Networks for Activity-Travel Analysis Based on Artificial Transportation Systems 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2014, 卷号: 15, 期号: 5, 页码: 2111-2120
作者:  Chen, Songhang;  Zhu, Fenghua;  Cao, Jianping
浏览  |  Adobe PDF(1323Kb)  |  收藏  |  浏览/下载：391/176  |  提交时间：2015/08/12
Activity-based Traffic Simulation  Agent  Artificial Transportation Systems (Ats)  Reinforcement Learning  Spatially Embedded Social Networks