TransWorldNG: Empower Traffic Simulation via Foundation Model
TransWorldNG is a cutting-edge traffic simulation model that utilizes a foundation model to accurately model complex traffic behavior and relationships from real-world data.
Key features include:
If you use TransWorldNG in your research, please cite the paper.
Wang, D., Wang, X., Chen, L., Yao, S., Jing, M., Li, H., Li, L., Bao, S., Wang, F.Y. and Lin, Y., 2023. TransWorldNG: Traffic Simulation via Foundation Model. arXiv preprint arXiv:2305.15743.
In BibTeX format:
@article{wang2023transworldng,
title={TransWorldNG: Traffic Simulation via Foundation Model},
author={Wang, Ding and Wang, Xuhong and Chen, Liang and Yao, Shengyue and Jing, Ming and Li, Honghai and Li, Li and Bao, Shiqiang and Wang, Fei-Yue and Lin, Yilun},
journal={arXiv preprint arXiv:2305.15743},
year={2023}
}
Make sure you have all the necessary dependencies installed before running the above commands. You can install the dependencies by running pip install -r requirements.txt
.
Run gen_data.sh to generate data:
./gen_data.sh
./run.sh