Cite the ML-Agents Toolkit
Reference the ML-Agents Toolkit in your research with these BibTeX citations.
For a discussion of Unity as an AI platform, refer to the reference paper on Unity and the ML-Agents Toolkit.
Cite the Unity platform paper
If you use Unity or the ML-Agents Toolkit in your research, cite the following paper:
@article{juliani2020,
title={Unity: A general platform for intelligent agents},
author={Juliani, Arthur and Berges, Vincent-Pierre and Teng, Ervin and Cohen, Andrew and Harper, Jonathan and Elion, Chris and Goy, Chris and Gao, Yuan and Henry, Hunter and Mattar, Marwan and Lange, Danny},
journal={arXiv preprint arXiv:1809.02627},
url={https://arxiv.org/pdf/1809.02627.pdf},
year={2020}
}
Cite the MA-POCA trainer
If you use the MA-POCA trainer in your research, also cite the following paper:
@article{cohen2022,
title={On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning},
author={Cohen, Andrew and Teng, Ervin and Berges, Vincent-Pierre and Dong, Ruo-Ping and Henry, Hunter and Mattar, Marwan and Zook, Alexander and Ganguly, Sujoy},
journal={RL in Games Workshop AAAI 2022},
url={http://aaai-rlg.mlanctot.info/papers/AAAI22-RLG_paper_32.pdf},
year={2022}
}