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CASIA OpenIR
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Auxiliary Network Enhanced Hierarchical Graph Reinforcement Learning for Vehicle Repositioning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Xiong, Gang;  Wang, Fei-Yue
收藏  |  浏览/下载：3/0  |  提交时间：2024/07/03
Mobility-on-demand system  vehicle repositioning  hierarchical graph reinforcement learning  auxiliary graph reinforcement learning  
An Urban Trajectory Data-Driven Approach for COVID-19 Simulation 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 10
作者:  Li, Zhishuai;  Xiong, Gang;  Lv, Yisheng;  Ye, Peijun;  Liu, Xiaoli;  Tarkoma, Sasu;  Wang, Fei-Yue
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Coronavirus disease 2019 (COVID-19)  data-driven epidemic simulation  trajectory  transportation big data  
Interpretable Autonomous Driving Model Based on Cognitive Reinforcement Learning 会议论文
, Jeju, Korea, Jun. 02-05, 2024
作者:  Yijia Li;  Hao Qi;  Fenghua Zhu;  Yisheng Lv;  Peijun Ye
Adobe PDF(87Kb)  |  收藏  |  浏览/下载：35/15  |  提交时间：2024/06/06
Efficient Calibration of Agent-Based Traffic Simulation Using Variational Auto-Encoder 会议论文
无, Macau, China, Oct. 08-12, 2022
作者:  Peijun Ye;  Fenghua Zhu;  Yisheng Lv;  Xiao Wang;  Yuanyuan Chen
Adobe PDF(1928Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/06/03
Agent-Based Model  Calibration  
Counterfactual Evolutionary Reasoning for Virtual Driver Reinforcement Learning in Safe Driving 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 12, 页码: 4696-4705
作者:  Ye, Peijun;  Qi, Hao;  Zhu, Fenghua;  Lv, Yisheng
收藏  |  浏览/下载：46/0  |  提交时间：2024/03/26
Safe driving  reinforcement learning  counter factual reasoning  evolutionary search  
Geometry Problem Solving Based on Counter-factual Evolutionary Reasoning 会议论文
, New Zealand, 2023
作者:  Song B(宋冰);  Xiong G(熊刚);  Shen Z(沈震);  Zhu F(朱凤华);  Lv Y（吕宜生）;  Ye P（叶佩军）
Adobe PDF(1318Kb)  |  收藏  |  浏览/下载：218/87  |  提交时间：2023/06/26
Empirical Learning of Decision Parameters for Agent-Based Model 会议论文
, Macau, China, 2022
作者:  Song B(宋冰);  Xiong G(熊刚);  Zhu F（朱凤华）;  Wu X（武许可）;  Lv Y（吕宜生）;  Ye P（叶佩军）
Adobe PDF(1359Kb)  |  收藏  |  浏览/下载：169/59  |  提交时间：2023/06/26
Calibration of Agent-Based Model Using Reinforcement Learning 会议论文
, Beijing, 2021
作者:  Song B(宋冰);  Xiong G(熊刚);  Yu S（于松民）;  Ye P（叶佩军）;  Dong X（董西松）;  Lv Y（吕宜生）
Adobe PDF(437Kb)  |  收藏  |  浏览/下载：155/57  |  提交时间：2023/06/26
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：305/40  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
Cyber-Physical-Social Systems for Smart City: An Implementation Based on Intelligent Loop 会议论文
, 北京, 2020-12-5
作者:  Xiong, Gang;  Chen, Xiaoyu;  Shuo, Nan;  Lv, Yisheng;  Zhu, Fenghua;  Qu, Tianci;  Ye, Peijun
Adobe PDF(457Kb)  |  收藏  |  浏览/下载：207/60  |  提交时间：2022/06/16