A Beginner's Guide To Machine Learning with Unity

A Beginner's Guide To Machine Learning with Unity, Advanced games AI with genetic algorithms, neural networks & Q-learning in C# and Tensorflow for Unity

Created by Penny de Byl, Penny @Holistic3D.com

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What you'll learn

• Build a genetic algorithm from scratch in C#.
• Build a neural network from scratch in C#.
• Setup and explore the Unity ML-Agents plugin.
• Setup and use Tensorflow to train game characters.
• Apply their newfound knowledge of machine learning to integrate contemporary research ideas in the field into their own projects.
• Distill the mathematics and statistic behind machine learning to working program code.
• Use a Proximal Policy Optimisation to train a neural network.
• Requirements
• You should be familiar with the Unity Game Engine.
• You should have a working knowledge of C#.
• You should have a healthy appreciation for mathematics and statistics.