Houdini

Reinforcement Learning Agents for Playing Flappy Bird

Requirements:

pygame-learning-environment (http://pygame-learning-environment.readthedocs.io/en/latest/)
graphviz for rendering the learnt network in NEAT

Agents implemented:

Tabular Q Learning: Standard textbook algorithm. Best performance at the moment
NEAT: Genetic Algorithm that learns a neural network mapping agent inputs to actions
Deep Q Learning: In development