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deepgamingai_fifarl's Introduction

DeepGamingAI_FIFARL

Using Reinforcement Learning to play FIFA

alt text

Code Tutorial

https://medium.com/@chintan.t93/using-deep-q-learning-in-fifa-18-to-perfect-the-art-of-free-kicks-f2e4e979ee66

Video

https://www.youtube.com/watch?v=MasxAN-xZIU

Setup Requirements

  1. OS: Windows (FIFA 18)
  2. Pytesseract
  3. Tensorflow
  4. Keras
  5. MatplotLib

To run

Go to the root directory and run main.py in train or test mode. Toggle the train_mode variable to run in train or test mode.

Acknowledgements for code

https://medium.freecodecamp.org/deep-reinforcement-learning-where-to-start-291fb0058c01

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