https://github.com/Paperspace/DinoRunTutorial

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"
https://github.com/Paperspace/DinoRunTutorial

jupyter-notebook keras-tensorflow machine-learning paperspace q-learning reinforcement-learning

Last synced: about 2 months ago
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Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

• Host: GitHub
• URL: https://github.com/Paperspace/DinoRunTutorial
• Owner: Paperspace
• License: mit
• Created: 2018-05-22T00:53:36.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-06-15T17:29:51.000Z (over 4 years ago)
• Last Synced: 2024-08-08T23:18:57.306Z (6 months ago)
• Topics: jupyter-notebook, keras-tensorflow, machine-learning, paperspace, q-learning, reinforcement-learning
• Language: Jupyter Notebook
• Homepage: https://blog.paperspace.com/dino-run
• Size: 405 KB
• Stars: 322
• Watchers: 15
• Forks: 104
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Dino Run Tutorial

A Deep Convolutional Neural Network to play Google Chrome's offline Dino Run game by learning action patterns from visual input using a model-less Reinforcement Learning Algorithm

Accompanying code for Paperspace tutorial ["Build an AI to play Dino Run"](https://blog.paperspace.com/dino-run/)





[![Video Sample](https://media.giphy.com/media/Ahh7X6z7jZSSl4veLf/giphy.gif)](http://www.youtube.com/watch?v=w1Rqf2oxcPU)

# Installation 

Start by cloning the repository







`$ git clone https://github.com/Paperspace/DinoRunTutorial.git`




You need to initialize the file system to save progress and resume from last step.


Invoke `init_cache()` for the first time to do this 


Dependencies can be installed using pip install or conda install for Anaconda environment



- Python 3.6 Environment with ML libraries installed (numpy,pandas,keras,tensorflow etc)

- Selenium

- OpenCV

- ChromeDriver





ChromeDriver can be installed by going to (link - https://chromedriver.chromium.org/downloads) and also download the driver according to your chrome version which can be found under settings->About Chrome.




Change the path of chrome driver accordingly in Reinforcement Learning Dino Run.ipynb.(Default ="../chromedriver")