Teach AI To Play Snake! Reinforcement Learning With PyTorch and Pygame

In this Python Reinforcement Learning Tutorial series we teach an AI to play Snake! We build everything from scratch using Pygame and PyTorch. The tutorial consists of 4 parts:

You can find all tutorials on my channel: Playlist

• Part 1: I'll show you the project and teach you some basics about Reinforcement Learning and Deep Q Learning.
• Part 2: Learn how to setup the environment and implement the Snake game.
• Part 3: Implement the agent that controls the game.
• Part 4: Implement the neural network to predict the moves and train it.

Added Multi-Agent use with this program

During my time in the machine learning research team at SAU, I changed this program to use a declared number of agents that learn by inheriting the best agent's data.

"MultiAgent.py" is the code I made