This repository contains the material used to complete my Thesis for my BSc in Data Science and AI. My thesis attempts to explore the work started by previous alumni at my faculty which covered an algorithm variant of MCTS implementing a technique known as Sequential Halving, and I formulate an algorithm version not requiring constraints.

Bachelor Thesis in Data Science and AI - My thesis aims to explore variations of the Anytime Sequential Halving algorithm. Specifically, I am looking at adjusting which nodes are pruned and the iteration budget given to them. Additionally, I am testing out different values of the exploration parameter in UCB1 to see how it affects the algorithm.