Python + PyTorch + Pygame Reinforcement Learning – Train an AI to Play Snake



In this Python Reinforcement Learning course you will learn how to teach an AI to play Snake! We build everything from scratch using Pygame and PyTorch.

πŸ’» Code: https://github.com/python-engineer/snake-ai-pytorch

✏️ Course developed by Python Engineer. Check out his YouTube channel: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA

🎨 Art by Rachel: http://rachel.likespizza.com/

❀️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Part 1: Basics of Reinforcement Learning and Deep Q Learning
⌨️ (0:17:22) Part 2: Setup environment and implement snake game
⌨️ (0:40:07) Part 3: Implement agent to control game
⌨️ (1:10:59) Part 4: Create and train neural network

πŸŽ‰ Thanks to our Champion and Sponsor supporters:
πŸ‘Ύ Raymond Odero
πŸ‘Ύ AgustΓ­n Kussrow
πŸ‘Ύ aldo ferretti
πŸ‘Ύ Otis Morgan
πŸ‘Ύ DeezMaster

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