Evolutionary algorithm training a flappy bird AI. Each bird, as a red ball, is controlled by a multilayer perceptron to perform two actions: jump or nothing. A population of birds is initialized at random and perform until all the birds died. After that, a new generation of birds is created using crossover and mutation of the members of the previous generation.
Use the package manager pip to install flappy-bird-AI.
pip install -r requirements.txtYou can start and visuialize the training using (an almost perfect bot should be created within 50 generations):
python game.py
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