From 3ac897a43ba26ea9cfeca4fa401e0a93c40692cd Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 10 Sep 2018 15:04:27 -0700 Subject: [PATCH 1/2] Placeholders for paper --- README.md | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a6050f90f6..960b6d5cee 100644 --- a/README.md +++ b/README.md @@ -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 ML-Agents]. 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: @@ -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. arxivlink. https://github.com/Unity-Technologies/ml-agents. From a2bf0e83b48fcc9d16493d92fcadf9fe8eabcf3b Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Mon, 10 Sep 2018 17:04:10 -0700 Subject: [PATCH 2/2] Add citation --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 960b6d5cee..7d496531c2 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,7 @@ developer communities. * For more information, in addition to installation and usage instructions, see our [documentation home](docs/Readme.md). -* If you are a researcher interested in a discussion of Unity as an AI platform, see a pre-print of our [reference paper on ML-Agents]. Also, see below for instructions on citing this paper. +* 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). @@ -104,4 +104,4 @@ we welcome any enhancements and improvements from the community. 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. arxivlink. https://github.com/Unity-Technologies/ml-agents. +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.