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rl4metro

License

rl4metro is licensed under the Apache-2.0 license.

Getting Started

conda create -n metro-env python==3.8.15
conda activate metro-env

pip install -r requirements.txt

python train.py

Cite

Please consider citing our paper if you use code or ideas from this project:

Xie, Haiqin, Cheng Wang, Shicheng Li, Yue Zhang, and Shanshan Wang. "Optimizing Energy Efficiency in Metro Systems Under Uncertainty Disturbances Using Reinforcement Learning." arXiv preprint arXiv:2304.13443 (2023).

@misc{xie2023optimizing,
      title={Optimizing Energy Efficiency in Metro Systems Under Uncertainty Disturbances Using Reinforcement Learning}, 
      author={Haiqin Xie and Cheng Wang and Shicheng Li and Yue Zhang and Shanshan Wang},
      year={2023},
      eprint={2304.13443},
      archivePrefix={arXiv},
      primaryClass={cs.AI}
}

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