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Super Mario Bros AI

Tom Flux

Explaination

This was done for my Extended Project at College, and is heavily based off Sentdex's "Python Plays GTA-V tutorial".

I lost the final version of the modle creation code, but all of the code that collects and sorts out the data is intact.

The data input is a gray scale image of the screen and the output is a one hot array corresponding to a controller press.

Installs

Pip

  • numpy
  • win32api
  • PIL
  • opencv2
  • keras
  • tensorflow

Environment

The best way to see the result is to use the BizHawk emulator then run script.lua when the AI is running.

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Project for Year 13 EPQ

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