2 Player DQN Game

A two-player game implementation using Deep Q-Networks (DQN) for reinforcement learning.

Setup

1. Create a virtual environment (recommended):

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

2. Install dependencies:

pip install -r requirements.txt

Project Structure

• main.py: Main game entry point
• agents/: Directory containing DQN agent implementations
• environment/: Game environment implementation
• models/: Neural network model definitions

Usage

Run the game:

python main.py