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Learn Unity ML-Agents - Fundamentals of Unity Machine Learning by Micheal Lanham

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ML uses in gaming

Unity has embraced the idea of incorporating ML into all aspects of its product and not just for use as a game AI. While most developers may try to use ML for gaming, it certainly helps game development in the following areas:

  • Map/Level Generation: There are already plenty of examples where developers have used ML to auto-generate everything from dungeons to realistic terrain. Getting this right can provide a game with endless replayability, but it can be some of the most challenging ML to develop.
  • Texture/Shader Generation: Another area that is getting the attention of ML is texture and shader generation. These technologies are getting a boost brought on by the attention of advanced generative adversarial networks, or ...

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