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:

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