Reinforcement Learning Minesweeper

Reinforcement learning program playing Minesweeper, created using StableBaselines3, Gymnasium, CUDA and Pytorch. Documented and compared algorithms: MaskablePPO, PPO and A2C.

Requirements

Windows
Python 3.11
Miniconda
CUDA 12.4 (Optional)

Miniconda setup

During or after installation set enviornement variable to .../miniconda3 directory
Create enviornement conda create .../python-minesweeper-main/.conda or Create enviornement... option in Visual Studio Code
Activate enviornement activate
pip install -r requirements.txt