Deep Q Learning on the Browser

Goal of this little project was to create a simple brand new game, and to create implement an agent able to learn the game to perfection by itself with reinforcement learning, in particolar a Deep Q Learning algorithm.

All the learning and the execution is done in the browser.

Acknowledgements

• Tensorflow.js
• DQSnake

Installation

Install with npm - it was tested on 8.19.1 but literally any recent version should work just fine.

  cd ./ql-browser
  npm install
  yarn start

The project will be running in localhost:5001

License

Not sure why anyone would use this, but in case drop me a line for my curiosity's sake eliachinellato@gmail.com

MIT