AlphaZero (DRAFT)
March 30, 2026
Pytorch
AlphaZero
MonteCarlo Tree
I’ve been wanting to give an introduction to this project for a while. It was actually a final project in a machine learning course. Because my group members had a strong interest in Go and board games, and I had previously discovered an AI-powered Gomoku project on GitHub, I proposed to my group that we use that as our codebase, modify it ourselves, and try different methods to train a model, exploring its implementation, understanding AlphaZero and related algorithms, and participating in discussions and finding answers in the original repository and in the paper.
I’ll just give a brief overview today; I’ll fill in the details later when I have more time.