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.
First you will create the game using Python and Pygame. Then you will create and train a neural network using PyTorch that can play the game better than most humans.
Here is what is what you will do in this four-part course:
- Learn the basics of Reinforcement Learning and Deep Q Learning
- Setup the environment and implement a snake game
- Implement an agent to control the game
- Create and train a neural network to play the game
⭐️ 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
💻 Code: https://github.com/python-engineer/snake-ai-pytorch
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