Simple and efficient way to win Breakout using Deep Q-Learning.
I didn't include the weights of the winning rounds because I generated too many weights and lost track. But within 16 hours of training, you should be able to get them by yourself.
- Python 3.8.10
- NVidia GPU (GTX 1060, RTX 3060)
- Ubuntu 20.04 & Windows
pip install -r requirements.txt
Run jupyter-notebook in your terminal. Then select main.ipynb and start running the blocks from top to bottom. You should visually see the output.