Project Overview
2048 was my favorite game when I was 12. I remember spending countless hours challenging myself, and fondly remember how excited I was the first time I beat the game. Now, years later, I've created an AI that not only plays 2048 but consistently beats it. Below is a paper about the algorithm I implimented, and the process of designing it.
Tools Used
Python
NumPy
Tkinter
Ax (BoTorch)
LaTeX
Bayesian Optimization
Markov Decision Processes
Monte Carlo Simulations