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11 changes: 9 additions & 2 deletions README.md
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Expand Up @@ -37,10 +37,11 @@ developer communities.

* For more information, in addition to installation and usage instructions, see
our [documentation home](docs/Readme.md).
* If you have used a version of the ML-Agents toolkit prior to v0.4, we strongly
* If you are a researcher interested in a discussion of Unity as an AI platform, see a pre-print of our [reference paper on Unity and the ML-Agents Toolkit](https://arxiv.org/abs/1809.02627). Also, see below for instructions on citing this paper.
* If you have used a version of the ML-Agents toolkit prior to v0.5, we strongly
recommend our [guide on migrating from earlier versions](docs/Migrating.md).

## References
## Additional Resources

We have published a series of blog posts that are relevant for ML-Agents:

Expand Down Expand Up @@ -98,3 +99,9 @@ we welcome any enhancements and improvements from the community.
## License

[Apache License 2.0](LICENSE)

## Citation

If you use Unity or the ML-Agents Toolkit to conduct research, we ask that you cite the following paper as a reference:

Juliani, A., Berges, V., Vckay, E., Gao, Y., Henry, H., Mattar, M., Lange, D. (2018). Unity: A General Platform for Intelligent Agents. *arXiv preprint arXiv:1809.02627.* https://github.com/Unity-Technologies/ml-agents.