Machine Learning

Main

Projects

• Disney Research
• AnimalAI Olympics: repository for the Animal AI Olympics competition
• Microsoft AirSim: simulator for autonomous vehicles built on Unreal Engine/Unity
• scikit-learn: machine learning in Python

TensorFlow

• Main Page
• OpenAI
• Gym
• Gym Docs

Tutorials

• TensorFlow Tutorial For Beginners
• Easy-TensorFlow

Unity

• Main Page
• GitHub Repository
• Unity ML-Agents Toolkit Documentation
• Using Machine Learning Agents Toolkit in a real game: a beginner’s guide
• Unity AI-themed Blog Entries
• Accord Framework

Plugins

• fAutonomy

Blog Posts

• Unity Blog on ML
• Artificial locomotion in Unity using Machine Learning Pt. 1/Pt. 2/Pt. 3

Articles

• Unity: A General Platform for Intelligent Agents
• Puppo, The Corgi: Cuteness Overload with the Unity ML-Agents Toolkit

Videos

• Machine Learning Recipes with Josh Gordon

Demos

• Teachable Machine by Google
• gametune-example-game: an example game with GameTune

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