MLAgents is a library so you can do Machine Learning (Artificial Intelligence) in Unity. MLAgents is written in python. Setting it up to run on your windows computer requires some steps. You run the Python MLAgents library while you're Unity project runs to train a neural network file for the gameobject you are trying to make machine learning for. The Python MLAgents package runs in a python environment and listens on a port to the unity game running. It also controls the unity game running to put it through training loops.
Anyway this video just goes over setting up the MLAgent library on your computer
Source Code: https://github.com/omarvision/setup-m...
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