Zhibin Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Ensemble Classifier

Top Venues

IEEE Trans. Intell. Transp. Syst.

Comput. Intell. Neurosci.

Publications

Shunchao Wang, Zhibin Li, Bingtong Wang, Meng Li
Collision Avoidance Motion Planning for Connected and Automated Vehicle Platoon Merging and Splitting With a Hybrid Automaton Architecture. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Meng Li, Zhibin Li, Zehong Cao
Enhancing Car-Following Performance in Traffic Oscillations Using Expert Demonstration Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Ruyi Feng, Zhibin Li, Bowen Liu, Yan Ding, Ou Zheng
TrTr: A Versatile Pre-Trained Large Traffic Model based on Transformer for Capturing Trajectory Diversity in Vehicle Population. CoRR (2023)
Meng Li, Zhibin Li, Shunchao Wang, Si Zheng
Enhancing Cooperation of Vehicle Merging Control in Heavy Traffic Using Communication-Based Soft Actor-Critic Algorithm. IEEE Trans. Intell. Transp. Syst. 24 (6) (2023)
Meng Li, Zhibin Li, Shunchao Wang, Bingtong Wang
Anti-Disturbance Self-Supervised Reinforcement Learning for Perturbed Car-Following System. IEEE Trans. Veh. Technol. 72 (9) (2023)
Jiankun Peng, Siyu Zhang, Yang Zhou, Zhibin Li
An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Xinqiang Chen, Zhibin Li, Yongsheng Yang, Lei Qi, Ruimin Ke
High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Zhibin Li, Chengcheng Xu, Yanyong Guo, Pan Liu, Ziyuan Pu
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways. IEEE Intell. Transp. Syst. Mag. 13 (4) (2021)
Ziyuan Pu, Zhibin Li, Ying Jiang, Yinhai Wang
Full Bayesian Before-After Analysis of Safety Effects of Variable Speed Limit System. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Zemian Ke, Zhibin Li, Zehong Cao, Pan Liu
Enhancing Transferability of Deep Reinforcement Learning-Based Variable Speed Limit Control Using Transfer Learning. IEEE Trans. Intell. Transp. Syst. 22 (7) (2021)
Meng Li, Zehong Cao, Zhibin Li
A Reinforcement Learning-Based Vehicle Platoon Control Strategy for Reducing Energy Consumption in Traffic Oscillations. IEEE Trans. Neural Networks Learn. Syst. 32 (12) (2021)
Ruyi Feng, Changyan Fan, Zhibin Li, Xinqiang Chen
Mixed Road User Trajectory Extraction From Moving Aerial Videos Based on Convolution Neural Network Detection. IEEE Access 8 (2020)
Yanyong Guo, Zhibin Li, Pan Liu, Yao Wu
Exploring Risk Factors With Crashes by Collision Type at Freeway Diverge Areas: Accounting for Unobserved Heterogeneity. IEEE Access 7 (2019)
Chengcheng Xu, Zhibin Li, Ziyuan Pu, Yanyong Guo, Pan Liu
Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks. IEEE Access 7 (2019)
Jian Zhang, Shuyang Dong, Zhibin Li, Bin Ran, Rui Li, Han Wang
An Eco-Driving Signal Control Model for Divisible Electric Platoons in Cooperative Vehicle-Infrastructure Systems. IEEE Access 7 (2019)
Ruimin Ke, Zhibin Li, Jinjun Tang, Zewen Pan, Yinhai Wang
Real-Time Traffic Flow Parameter Estimation From UAV Video Based on Ensemble Classifier and Optical Flow. IEEE Trans. Intell. Transp. Syst. 20 (1) (2019)
Qian Wan, Guoqing Peng, Zhibin Li, Felipe Inomata, Yu Zheng, Qianqian Liu
Using Asymmetric Theory to Identify Heterogeneous Drivers' Behavior Characteristics Through Traffic Oscillation. IEEE Access 7 (2019)
Jian Zhang, Zhibin Li, Ziyuan Pu, Chengcheng Xu
Comparing Prediction Performance for Crash Injury Severity Among Various Machine Learning and Statistical Methods. IEEE Access 6 (2018)
Zhibin Li, Pan Liu, Chengcheng Xu, Wei Wang
Development of analytical procedure for selection of control measures to reduce congestions at various freeway bottlenecks. J. Intell. Transp. Syst. 22 (1) (2018)
Ruimin Ke, Zhibin Li, Sung Kim, John Ash, Zhiyong Cui, Yinhai Wang
Real-Time Bidirectional Traffic Flow Parameter Estimation From Aerial Videos. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Zhibin Li, Pan Liu, Chengcheng Xu, Hui Duan, Wei Wang
Reinforcement Learning-Based Variable Speed Limit Control Strategy to Reduce Traffic Congestion at Freeway Recurrent Bottlenecks. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Zhibin Li, Pan Liu, Chengcheng Xu, Wei Wang
Optimal Mainline Variable Speed Limit Control to Improve Safety on Large-Scale Freeway Segments. Comput. Aided Civ. Infrastructure Eng. 31 (5) (2016)
Jinjun Tang, Han Jiang, Zhibin Li, Meng Li, Fang Liu, Yinhai Wang
A Two-Layer Model for Taxi Customer Searching Behaviors Using GPS Trajectory Data. IEEE Trans. Intell. Transp. Syst. 17 (11) (2016)
Wenbo Zhu, John Ash, Zhibin Li, Yinhai Wang, Mike Lowry
Applying semi-supervised learning method for cellphone-based travel mode classification. ISC2 (2015)
Ruimin Ke, Sung Kim, Zhibin Li, Yinhai Wang
Motion-vector clustering for traffic speed detection from UAV video. ISC2 (2015)
Xiaowei Li, Wei Wang, Chengcheng Xu, Zhibin Li, Baojie Wang
Multi-objective optimization of urban bus network using cumulative prospect theory. J. Syst. Sci. Complex. 28 (3) (2015)
Mao Ye, Miao Yu, Zhibin Li, Fengjun Yin, Qizhou Hu
Modeling the Commuting Travel Activities within Historic Districts in Chinese Cities. Comput. Intell. Neurosci. 2014 (2014)
Zhibin Li, Pan Liu, Wei Wang, Chengcheng Xu
Development of a Control Strategy of Variable Speed Limits to Reduce Rear-End Collision Risks Near Freeway Recurrent Bottlenecks. IEEE Trans. Intell. Transp. Syst. 15 (2) (2014)