Snake Game & Deep Learning Player

Done in 2021.2

this simple project is based in Reinforcement and Deep Q Learnings, and a simple game made in pygame : ).

• there a version of the same project made for flappy bird [! discontinued !]

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Stack:

• Pytorch - for training and prediction alghoritms
• Pygame - for the game base and testing

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Tecniques of M.L used:

Reinforcement - Basicaly is a tecnique to teach a software to behave in an enviroment by telling it how good it's doing.

Deep Q - Extension of Reinforcement tecnique that uses neural network to predictions, where Q = Quality of an action.