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A force-driven model for passenger evacuation in bus fires Journal article
Physica A: Statistical Mechanics and its Applications, 2022,Volume: 589
Authors:  Li, Zhenning;  Xu, Chengzhong;  Bian, Zilin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Bus Fires  Human Evacuation  Human Motion  Smoothed Particle Hydrodynamics  
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space Journal article
Artificial Intelligence Review, 2022,Volume: 55,Issue: 1,Page: 23-58
Authors:  Yang, Yongliang;  Zhu, Hufei;  Zhang, Qichao;  Zhao, Bo;  Li, Zhenning;  Wunsch, Donald C.
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/02/21
Actor-critic Learning  Non-parametric Learning  Online Sparsification  Reproducing Kernel Hilbert Space  Value Function Approximation  
Fusion convolutional neural network-based interpretation of unobserved heterogeneous factors in driver injury severity outcomes in single-vehicle crashes Journal article
Analytic Methods in Accident Research, 2021,Volume: 30
Authors:  Yu, Hao;  Li, Zhenning;  Zhang, Guohui;  Liu, Pan;  Ma, Tianwei
Favorite |  | TC[WOS]:10 TC[Scopus]:10 | Submit date:2021/12/08
Deep Neural Network  Driver Injury Severity  Heterogeneity  Model Interpretation  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:11 TC[Scopus]:14 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning Journal article
IEEE Transactions on Industrial Informatics, 2021
Authors:  Zhang, Liqing;  U, Leong Hou;  Zhou, Mingliang;  Li, Zhenning
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Ddpg  Drto  Energy Consumption  Event Driven  Heuristic Algorithms  Informatics  Optimization  Q-learning  Rail Transportation  Safety