Training a Snake Game AI: A Literature Review

A survey of methods, from non-ML techniques to genetic algorithms to deep reinforcement learning

Photo by Museums Victoria on Unsplash

0. Introduction

You’ve probably played, or at least seen, the game of Snake before. The player controls a snake by pressing the arrow keys, and the snake has to maneuver around the screen…