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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：257/30  |  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：294/58  |  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：267/56  |  提交时间：2020/10/16
Traffic Flow Prediction  Ensemble Learning  Deep Learning  
TiDEC: A Two-Layered Integrated Decision Cycle for Population Evolution 期刊论文
IEEE Transactions on Cybernetics, 2020, 期号: PP, 页码: 1-10
作者:  Ye, Peijun;  Wang, Xiao;  Xiong, Gang;  Chen, Shichao;  Wang, Fei-Yue
浏览  |  Adobe PDF(1418Kb)  |  收藏  |  浏览/下载：304/108  |  提交时间：2020/03/18
Agent-based Model (Abm), Cognitive Architecture, Population Evolution.  
Social Computing: From Crowdsourcing to Crowd Intelligence by Cyber Movement Organizations 期刊论文
IEEE Transactions on Computational Social Systems, 2019, 卷号: 6, 期号: 4, 页码: 619-626
作者:  Wang, Fei-Yue;  Wang, Xiao;  Li, Juanjuan;  Ye, Peijun;  Li, Qiang
浏览  |  Adobe PDF(1378Kb)  |  收藏  |  浏览/下载：213/43  |  提交时间：2020/03/17
Social Computing  
Consistent Population Synthesis with Multi-Social Relationships Based on Tensor Decomposition 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2019, 卷号: 00, 期号: 00, 页码: 00
作者:  Peijun Ye;  Fenghua Zhu;  Samer Sabri;  Fei-Yue Wang
浏览  |  Adobe PDF(2643Kb)  |  收藏  |  浏览/下载：285/84  |  提交时间：2019/10/10
Population Synthesis  Multiple Social Relationships  Tensor Decomposition  Agent-based Simulation  
A Survey of Cognitive Architectures in the Past 20 Years 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3280-3290
作者:  Ye, Peijun;  Wang, Tao;  Wang, Fei-Yue
浏览  |  Adobe PDF(734Kb)  |  收藏  |  浏览/下载：722/259  |  提交时间：2019/01/08
Agent  artificial intelligence (Al)  cognitive architecture (CA)  survey  
ACP-based Social Computing and Parallel Intelligence: Societies 5.0 and Beyond 期刊论文
CAAI Transactions on Intelligence Technology, 2016, 卷号: 1, 期号: 4, 页码: 377-393
作者:  Xiao Wang;  Lingxi Li;  Yong Yuan;  Peijun Ye;  Fei-Yue Wang
浏览  |  Adobe PDF(4488Kb)  |  收藏  |  浏览/下载：333/66  |  提交时间：2018/10/09
Social Computing  Societies 5.0  Parallel Intelligence  Knowledge Automation  Cyberphysical-social System  Artificial Societies  Computational Experiments  Parallel Execution.  
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：452/150  |  提交时间：2018/01/05
Population Synthesis  Sample-free  Iterative Proportional Fitting  
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：288/79  |  提交时间：2016/06/20
Agent Modeling  Population Synthesis  Survey