Using Deep Q-Learning in FIFA 18 to perfect the art of free-kicks

A code tutorial in Tensorflow that uses Reinforcement Learning to take free kicks.

Chintan Trivedi
Towards Data Science
8 min readJun 3, 2018

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Free-kicks taken by the AI bot, trained through 1000 epochs of the Reinforcement Learning process.

In my previous article, I presented an AI bot trained to play the game of FIFA using Supervised Learning technique. With this approach, the bot quickly learnt the basics of the game like passing and shooting. However…

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AI, ML for Digital Games Researcher. Founder at DG AI Research Lab, India. Visit our publication homepage medium.com/deepgamingai for weekly AI & Games content!