2048 - Solving 2048 with AI 🤖

Leveraging Monte-Carlo (MC) Move Evaluation

Greg Surma
6 min readNov 5, 2018

In today’s article, I am going to show you how to solve the famous 2048 game with Artificial Intelligence. You will learn the essentials behind the Monte-Carlo algorithm and at the end of this article, you will be able to create an agent that without any domain-specific knowledge beats average human scores in 2048.

AI gameplay

Table of Contents

If you are an iOS user, feel free to check my 2048 AI app that allows to both play 2048 and watch how AI solves it! It would definitely help you follow this article.

About 2048

2048 is a single-player sliding block puzzle…

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