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Genetic neural networks for driving a 2D car

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MonoGameDriver

A gif showing a large number of cars driving around a track, with some crashing into the edge and stopping

An application I wrote from scratch with several parts:

  • A system for creating and improving genetic neural networks, written entirely from scratch to better understand how these networks function
  • A complex 2D driving simulation

The end result of which are networks which can drive a car surprisingly well based on only a few sensors, as seen above (5 distances to the edge of the track at different angles)

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Genetic neural networks for driving a 2D car

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