fungchey / dmh-gym

A gym-like simulator for dynamic material handling

DMS-GYM

A gym like simulator for dynamic material handling.

Please use this bibtex if you use this repository in your work:

@inproceedings{hu2023constrained,
  title={Constrained Reinforcement learning for Dynamic Material Handling},
  author={Hu, Chengpeng and Pei, Jiyuan and Liu, Jialin and Wen, Junyi and Mao, Bifei and Yao, Xin},
  booktitle={2023 International Joint Conference on Neural Networks (IJCNN)},
  pages={accepted},
  year={2023},
  publisher={IEEE}
}

Requirments:

python >=3.7
gym==0.23.1
numpy==1.21.5

Run (a simple example to access the simulator with dispatching rules.)

python testRules.py