Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning

This is a simulator and method implementation of Charging Station Recommendation described in the WWW 21 paper Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning.

Run the Model

Run the model using simulated data:

python train.py --simulate

Run the model using loaded real data:

python train.py

Citation

@inproceedings{zhang2021intelligent,
  title={Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning},
  author={Zhang, Weijia and Liu, Hao and Wang, Fan and Xu, Tong and Xin, Haoran and Dou, Dejing and Xiong, Hui},
  booktitle={Proceedings of The World Wide Web Conference},
  pages={1856--1867},
  year={2021}
}