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Changes between versions.* If you have used an earlier version of the ML-Agents Toolkit, we strongly recommend ourguide on migrating from earlier versions.| Version | Release Date | Source | Documentation | Download ||:-------:|:------:|:-------------:|:-------:|:------------:|| master (unstable) | -- | source | docs | download || 0.15.1 | March 30, 2020 | source | docs | download || 0.15.0 | March 18, 2020 | source | docs | download || 0.14.1 | February 26, 2020 | source | docs | download || 0.14.0 | February 13, 2020 | source | docs | download || 0.13.1 | January 21, 2020 | source | docs | download || 0.13.0 | January 8, 2020 | source | docs | download || 0.12.1 | December 11, 2019 | source | docs | download || 0.12.0 | December 2, 2019 | source | docs | download || 0.11.0 | November 4, 2019 | source | docs | download |CitationIf you are a researcher interested in a discussion of Unity as an AI platform, see a pre-printof our reference paper on Unity and the ML-Agents Toolkit.If you use Unity or the ML-Agents Toolkit to conduct research, we ask that you cite the followingpaper 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. ResourcesWe have published a series of blog posts that are relevant for ML-Agents:* (February 28, 2020) Training intelligent adversaries using self-play with ML-Agents* (November 11, 2019) Training your agents 7 times faster with ML-Agents* (October 21, 2019) The AI@Unity interns help shape the world* (April 15, 2019) Unity ML-Agents Toolkit v0.8: Faster training on real games* (March 1, 2019) Unity ML-Agents Toolkit v0.7: A leap towards cross-platform inference* (December 17, 2018) ML-Agents Toolkit v0.6: Improved usability of

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Brains and Imitation Learning* (October 2, 2018) Puppo, The Corgi: Cuteness Overload with the Unity ML-Agents Toolkit* (September 11, 2018) ML-Agents Toolkit v0.5, new resources for AI researchers available now* (June 26, 2018) Solving sparse-reward tasks with Curiosity* (June 19, 2018) Unity ML-Agents Toolkit v0.4 and Udacity Deep Reinforcement Learning Nanodegree* (May 24, 2018) Imitation Learning in Unity: The Workflow* (March 15, 2018) ML-Agents Toolkit v0.3 Beta released: Imitation Learning, feedback-driven features, and more* (December 11, 2017) Using Machine Learning Agents in a real game: a beginner’s guide* (December 8, 2017) Introducing ML-Agents Toolkit v0.2: Curriculum Learning, new environments, and more* (September 19, 2017) Introducing: Unity Machine Learning Agents Toolkit* Overviewing reinforcement learning concepts (multi-armed bandit and Q-learning)In addition to our own documentation, here are some additional, relevant articles:A Game Developer Learns Machine LearningExplore Unity Technologies ML-Agents Exclusively on Intel ArchitectureML-Agents Penguins tutorialCommunity and FeedbackThe ML-Agents Toolkit is an open-source project and we encourage and welcomecontributions. If you wish to contribute, be sure to review ourcontribution guidelines andcode of conduct.For problems with the installation and setup of the the ML-Agents Toolkit, ordiscussions about how to best setup or train your agents, please create a newthread on the Unity ML-Agents forumand make sure to include as much detail as possible.If you run into any other problems using the ML-Agents Toolkit, or have a specificfeature requests, please submit a GitHub issue.Your opinion matters a great deal to us. Only by hearing your thoughts on the Unity ML-AgentsToolkit can we continue to improve and grow. Please take a few minutes tolet us know about it.For any other questions or feedback, connect directly with the ML-Agentsteam at ml-agents@unity3d.com.LicenseApache License 2.0 To restore the repository download the bundle wget and run: git clone Unity-Technologies-ml-agents_-_2020-04-27_04-21-51.bundle Source: Unity-TechnologiesUpload date: 2020-04-27. It happens with unity download assistant, Unity Unity Discussions Crappy Download Speed. Unity Engine. Unity-Hub. Wrench1815 J, 6:19pm 1. Well Unity is It happens with unity download assistant, Unity Unity Discussions Crappy Download Speed. Unity Engine. Unity-Hub. Wrench1815 J, 6:19pm 1. Well Unity is