Steven's Snake ML with PyTorch

Created on 4/22/2023.

Uses DQN to learn from game state interactions in a game of Snake, programmed in Python using the Pygame library. Everything built from scratch using Pygame and PyTorch.

Prerequisites:

Conda must be installed on your machine, use the installer for Anaconda here: https://docs.conda.io/projects/continuumio-conda/en/latest/user-guide/install/macos.html

Running the simulation locally

Import the conda env variable:

direnv allow

Run the npm script:

npm start

Stuff you shouldn't need to do:

Activate environment using conda:

conda activate pygame_env_new

Install pygame:

pip install pygame

Run the agent:

python agent.py