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neat-algorithm

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This is a self-played snake game that uses genetic algorithm and neural network to learn and improve its gameplay over time. The game is built using the p5.js library for graphics and user interface, and the tensorflow.js and neataptic libraries for machine learning.

  • Updated Mar 28, 2023
  • JavaScript

Self Learning pong game using NEAT and Pygame, there's bound to be errors since i made this for myself following Tech With Tim tutorial on my pong game which is posted. Code isn't neat but there's comments where I think they're useful. I also attached the best neural network i could train, but of course it can be improved.

  • Updated Mar 30, 2024
  • Python

The project showcases the implementation of the NEAT algorithm in Python to play a Flappy Bird-like game. It orchestrates the evolution and evaluation of a bird population through successive generations until the fitness threshold is met. The ultimate winner genome, demonstrating exceptional gameplay, is saved as a pickle file as the main output.

  • Updated Aug 11, 2023
  • Python

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