Deep Q Learning Reinforcement Learning model trained to play the snake game.

Main Library Used: Pytorch & Pygame

Repository is fully annotated.

Building the project

git pull https://github.com/PhantomKing99999/snakeGame.git

cd snakeGame

pip install -r requirements.txt

Running the project

Loading previous weights is enabled by default. To disable loading previous weights and to override previous weights replace train(loadSave=True) with train(loadSave=False)

Then Run python3 agent.py

Inspired by https://github.com/patrickloeber/snake-ai-pytorch Created following https://youtube.com/playlist?list=PLqnslRFeH2UrDh7vUmJ60YrmWd64mTTKV&si=3zcyFWhU9Ck-zgms