An Evolutionary Algorithm called Cartesian Genetic Programming is used to evolve an AI to jump on platforms.
The repository contains the following files:
main.py : To run the game played using Cartesian Genetic Programming algorithm
gameHuman.py : to play the game using user input (left and right arrow for movement and up arrow to jump)
CGP.py : The Cartesian Genetic Programming Algorithm.
gameAI.py : modification on gameHuman.py to be played and executed using the CGP instead of user input by a population of players.
settings.py : Game settings
sprites.py : Game sprites classes (player and platform)
postprocess.py : Obtain the math formula and the CGP trees
The CGP code is based on this repository