Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms (CoRide)

This is the simulator serves as the training and evaluation platform in the following work:

CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms
Jiarui Jin, Ming Zhou, Weinan Zhang, Minne Li, Zilong Guo, Zhiwei Qin, Yan Jiao, Xiaocheng Tang, Chenxi Wang, Jun Wang, Guobin Wu, Jieping Ye.
CIKM 2019

Prerequisites

• Python 3

Docs

This simulator is the joint order dispatching and fleet management based on Previous Simulator. Please find more details of usage in Wiki.

References

If you find this work helpful in your research, please consider citing the following paper. The bibtex are listed below:

@inproceedings{jin2019coride,
  title={Coride: joint order dispatching and fleet management for multi-scale ride-hailing platforms},
  author={Jin, Jiarui and Zhou, Ming and Zhang, Weinan and Li, Minne and Guo, Zilong and Qin, Zhiwei and Jiao, Yan and Tang, Xiaocheng and Wang, Chenxi and Wang, Jun and others},
  booktitle={Proceedings of the 28th ACM International Conference on Information and Knowledge Management},
  pages={1983--1992},
  year={2019}
}

@inproceedings{zhou2019multi,
  title={Multi-agent reinforcement learning for order-dispatching via order-vehicle distribution matching},
  author={Zhou, Ming and Jin, Jiarui and Zhang, Weinan and Qin, Zhiwei and Jiao, Yan and Wang, Chenxi and Wu, Guobin and Yu, Yong and Ye, Jieping},
  booktitle={Proceedings of the 28th ACM international conference on information and knowledge management},
  pages={2645--2653},
  year={2019}
}