View source code: https://github.com/mahi-pas/Q-Learning-vs-PPO-Machine-Learning

Features:

  • Q Learning fully implemented from scratch
  • 2 sample Q learning implementations
    • 4 direction move to goal
    • Tank/Spaceship controls move to goal
  • Live Q Learning training screen that displays Q Table and training data in real time
  • Ability to change timescale
  • PPO ML Agent using Unity ML Agents Package for same scenarios Q Learning uses
  • This project is open source, feel free to use it in your projects!


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