GPL

This is the code for our paper "A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning". Inside you will find all the code and tutorials on how to run things.

How to install and run

We recommend installing conda and then creating an environment with python 3.7, you can do this as:

conda create -n myenv python=3.7

The next step is to use the txt file to install all the required packages to run our codes.

pip install -r requirements.txt

Inside the GPL folder, you will then find further instructions to run each of the algorithms that were presented in the paper the paper.

Cite

In case you use these codes in your work, please also cite our paper using the following BibTex entry:

"@misc{Rahman2022POGPL,
    title={A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning},
    author={Arrasy Rahman and Ignacio Carlucho and Niklas Höpner and Stefano V. Albrecht},
    year={2022},
    eprint={2210.05448},
    archivePrefix={arXiv}
 }",