AI Snake

An AI powered snake game featuring genetic algorithms and deep Q learning.

Requirements

• Python 3.8.10

pip3 install -r requirements.txt

Instructions

Running

Download and extract the weights and drag them into the bin folder

Genetic algorithm

• With display - python3 main.py d ga
• Without display - python3 main.py ga

Deep Q network

• With display - python3 main.py d dqn
• Without display - python3 main.py dqn

Training

NOTE training will overwrite any existing weights

• Genetic algorithm - python3 train.py ga
• Deep Q network - python3 train.py ga