NitroGen is an open-source model designed for creating gaming agents that can learn from internet videos. It takes pixel input from games and predicts gamepad actions but currently has limitations, such as only processing the last frame and lacking long-term planning abilities. Users must provide their own game copies to run the model on Windows.