A Beginner’s Guide To Machine Learning with Unity

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 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.
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