2048 - Solving 2048 with Monte-Carlo Tree Search (MCTS) AI ?

2048 - Solving 2048 with Monte-Carlo Tree Search (MCTS) AI ?

5 years ago
Anonymous $yysEBM5EYi

https://towardsdatascience.com/2048-solving-2048-with-monte-carlo-tree-search-ai-2dbe76894bab

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 Tree Search 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.

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.