CASIA OpenIR
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Embed Trajectory Imitation in Reinforcement Learning: A Hybrid Method for Autonomous Vehicle Planning 会议论文
/, Orlando, FL, USA, 2023-11
作者:  Wang, Yuxiao;  Dai, Xingyuan;  Wang, Kara;  Ali, Hub;  Zhu, Fenghua
Adobe PDF(1410Kb)  |  收藏  |  浏览/下载:0/0  |  提交时间:2024/06/11
Imitation Learning  Trajectory Planning  Deep Reinforcement Learning  Autonomous Driving  
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:7/2  |  提交时间:2024/06/03
Agent-Based Model  Calibration  
Traffic Signal Control Based on Reinforcement Learning and Fuzzy Neural Network 会议论文
, Macau, China, October 8-12, 2022
作者:  Zhao, Hongxia;  Chen, Songhang;  Zhu, Fenghua;  Tang, Haina
Adobe PDF(565Kb)  |  收藏  |  浏览/下载:4/3  |  提交时间:2024/06/03
Motion Planning for Autonomous Driving: The State of the Art and Future Perspectives 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 6, 页码: 3692-3711
作者:  Teng, Siyu;  Hu, Xuemin;  Deng, Peng;  Li, Bai;  Li, Yuchen;  Ai, Yunfeng;  Yang, Dongsheng;  Li, Lingxi;  Xuanyuan, Zhe;  Zhu, Fenghua;  Chen, Long
收藏  |  浏览/下载:113/0  |  提交时间:2023/11/17
Motion planning  pipeline planning  end-to-end planning  imitation learning  reinforcement learning  parallel learning  
Parallel Emergency Management of Incidents by Integrating OODA and PREA Loops: The C2 Mechanism and Modes 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 53, 期号: 4, 页码: 2160-2172
作者:  Yang, Dongsheng;  Li, Qiang;  Zhu, Fenghua;  Cui, Huachao;  Yi, Wen;  Qin, Jirong
收藏  |  浏览/下载:99/0  |  提交时间:2023/11/17
Edge command and control (edge C2)  incident C2  observe-orient-decide-act (OODA) loop  parallel command and control (parallel C2)  planning-readiness-execution-assessment (PREA) loop  
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:194/76  |  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:149/51  |  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:281/34  |  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:184/52  |  提交时间:2022/06/16
Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework 会议论文
, 北京, 2020-12
作者:  Li Xiaoshuang;  Zhu Fenghua;  Wang Fei-Yue
Adobe PDF(770Kb)  |  收藏  |  浏览/下载:178/71  |  提交时间:2022/06/16