https://github.com/dnlzrgz/super_mario_rl

https://github.com/dnlzrgz/super_mario_rl

ai jupyter jupyter-notebook machine-learning openai openai-gym-environments ppo python python3 pytorch

Last synced: 6 days ago
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• Host: GitHub
• URL: https://github.com/dnlzrgz/super_mario_rl
• Owner: dnlzrgz
• Created: 2022-09-02T21:39:29.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2022-09-15T20:13:33.000Z (over 2 years ago)
• Last Synced: 2024-12-23T18:22:14.364Z (about 2 months ago)
• Topics: ai, jupyter, jupyter-notebook, machine-learning, openai, openai-gym-environments, ppo, python, python3, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 46.9 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Super Mario RL

This is a simple AI PPO model to play to Super Mario Bros with Python using packages like:

- [gym-super-mario-bros](https://pypi.org/project/gym-super-mario-bros/).

- [nes-py](https://pypi.org/project/nes-py/).

- [PyTorch](https://pytorch.org/).

- [Stable-Baselines3](https://stable-baselines3.readthedocs.io/en/master/).

This project is based on [this tutorial](https://www.youtube.com/watch?v=2eeYqJ0uBKE) by Nicholas Renotte.

> For more information, please read the comments on the notebook.

![Frame Stack from Super Mario Bros](./assets/frame-stack.png)