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CASIA OpenIR
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Parallel learning: a perspective and a framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 4, 期号: 3, 页码: 389 - 395
作者:  Li Li;  Yilun Lin;  Nanning Zheng;  Fei-Yue Wang
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：116/25  |  提交时间：2023/03/07
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  
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Dai, Yuxin;  Xin, Kejun;  Zheng, Xiaolong;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：374/130  |  提交时间：2021/12/28
Knowledge fusion  Knowledge reasoning  Decision-making  Hierarchical graph attention  Reinforcement learning  
On Iterative Proportional Updating: Limitations and Improvements for General Population Synthesis 期刊论文
IEEE Transactions on Cybernetics, 2022, 卷号: 52, 期号: 3, 页码: 1726-1735
作者:  Peijun Ye;  Bin Tian;  Yisheng Lv;  Qijie Li;  Fei-Yue Wang
浏览  |  Adobe PDF(1310Kb)  |  收藏  |  浏览/下载：183/44  |  提交时间：2020/10/15
Agent-based simulation, bilevel optimization, iterative proportional updating (IPU), population synthesis  
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：373/66  |  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  
Artificial intelligence test: a case study of intelligent vehicles 期刊论文
Artificial Intelligence Review, 2018, 卷号: 50, 期号: 3, 页码: 441–465
作者:  Li Li;  Yilun Lin;  Nan-Ning Zheng;  Fei-Yue Wang;  Yuehu Liu;  Dongpu Cao;  Kunfeng Wang;  Wu-Ling Huang
浏览  |  Adobe PDF(1876Kb)  |  收藏  |  浏览/下载：477/178  |  提交时间：2019/05/07
Artificial Intelligence  Intelligence Test  Turing Test  Simulation Test  
When LPWAN Meets ITS: Evaluation of Low Power Wide Area Networks for V2X Communications 会议论文
, Maui, Hawaii, USA,, November 4-7, 2018
作者:  Li YK(李玉珂);  Linyao Yang;  Shuangshuang Han;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(207Kb)  |  收藏  |  浏览/下载：264/62  |  提交时间：2019/04/21
Emtc,  V2x Communications  Lpwan  Lora  Its  
Population Synthesis Based on Joint Distribution Inference Without Disaggregate Samples 期刊论文
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2017, 卷号: 20, 期号: 4, 页码: 16
作者:  Ye, Peijun;  Hu, Xiaolin;  Yuan, Yong;  Wang, Fei-Yue
浏览  |  Adobe PDF(1326Kb)  |  收藏  |  浏览/下载：462/153  |  提交时间：2018/01/05
Population Synthesis  Sample-free  Iterative Proportional Fitting  
An efficient realization of deep learning for traffic data imputation 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2016, 卷号: 72, 页码: 168-181
作者:  Duan, Yanjie;  Lv, Yisheng;  Liu, Yu-Liang;  Wang, Fei-Yue
Adobe PDF(824Kb)  |  收藏  |  浏览/下载：575/280  |  提交时间：2017/02/14
Traffic Data Imputation  Deep Learning  Missing Data  
Hybrid Agent Modeling in Population Simulation: Current Approaches and Future Directions 期刊论文
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2016, 卷号: 19, 期号: 1, 页码: 1-20
作者:  Ye, Pei-jun;  Wang, Xiao;  Chen, Cheng;  Lin, Yue-tong;  Wang, Fei-yue
浏览  |  Adobe PDF(545Kb)  |  收藏  |  浏览/下载：313/84  |  提交时间：2016/06/20
Agent Modeling  Population Synthesis  Survey