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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：8/0  |  提交时间：2024/03/26
Safe driving  reinforcement learning  counter factual reasoning  evolutionary search  
A Novel Scenarios Engineering Methodology for Foundation Models in Metaverse 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 53, 期号: 4, 页码: 2148-2159
作者:  Li, Xuan;  Tian, Yonglin;  Ye, Peijun;  Duan, Haibin;  Wang, Fei-Yue
收藏  |  浏览/下载：63/0  |  提交时间：2023/11/17
Foundation models  knowledge automation  management  metaverse  parallel intelligence  scenarios engineering (SE)  
Parallel cognition: hybrid intelligence for human-machine interaction and management 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 页码: 15
作者:  Ye, Peijun;  Wang, Xiao;  Zheng, Wenbo;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：174/0  |  提交时间：2022/09/19
Cognitive learning  Artificial intelligence  Behavioral prescription  TP181  
From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 4, 页码: 18-26
作者:  Li, Xuan;  Ye, Peijun;  Li, Juanjuan;  Liu, Zhongmin;  Cao, Longbing;  Wang, Fei-Yue
收藏  |  浏览/下载：143/0  |  提交时间：2022/11/14
An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 13
作者:  Jin, Junchen;  Rong, Dingding;  Pang, Yuqi;  Ye, Peijun;  Ji, Qingyuan;  Wang, Xiao;  Wang, Ge;  Wang, Fei-Yue
收藏  |  浏览/下载：201/0  |  提交时间：2022/07/25
Switches  Control systems  Timing  Task analysis  Behavioral sciences  Analytical models  Research and development  Agent-based recommendation system  deep recommendation  human-in-the-loop  operation on-demand  traffic management strategies  
Bridging the Micro and Macro: Calibration of Agent-Based Model Using Mean-Field Dynamics 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 99, 期号: 99, 页码: 10
作者:  Ye, Peijun;  Chen, Yuanyuan;  Zhu, Fenghua;  Lv, Yisheng;  Lu, Wanze;  Wang, Fei-Yue
收藏  |  浏览/下载：211/0  |  提交时间：2022/01/27
Calibration  Computational modeling  Mathematical model  Machine learning  Aggregates  Optimization  Bayes methods  Agent-based model (ABM)  calibration  Markovian process  
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：266/51  |  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