Bachelor’s Thesis: Machine Learning in StarCraft II


This is a game playing system implemented by me and Eric Guldbrand during a course on the design of AI systems in 2020. It is implemented in Kotlin and uses Monte Carlo Tree Search (MCTS) to play a two-player snake game (similar to Achtung, Die Kurve!) where both players move simultaneously each turn. The game playing system outperforms random, simple scripted and human players, but has a tendency to seek out draws.

Read the report

Download a release

Checkout on GitHub