Training a Minesweeper Agent Using a Convolutional Neural Network

Group Members

• Asia Nguyen
• Gavin Dhanda
• Dylan Pallickara
• Kieran LaMay

Implementation of "Training a Minesweeper Agent Using a Convolutional Neural Network" (Wang, 2025) using TensorFlow/Keras.

Setup Instructions

# Clone the repository
git clone https://github.com/kieranlamay/minesweeper-cnn.git
cd minesweeper-cnn

# Create virtual environment
python -m venv venv
source venv/bin/activate # macOS / Linux

# Install dependencies
pip install -r requirements.txt

#Training and testing the Agent and playing the game
python src/main.py

Poster