M2-1: AI and Machine Learning

Full course description

Elective Module Project 2-1 > M2-1: Artificial Intelligence and Machine Learning

Course: Machine Learning (period 2) +
Project: Project 2-1 Adaptive Systems (semester 3, bachelor year 2)

Each elective module comprises an elective course, an elective project, and related skill classes.

Second year students choose one out of the two electives (Module Project 2-1) during semester 3.

During this project, students will develop game-playing agents of different levels for simple video games. To allow students to quickly venture into the software development issues encountered when adding techniques from artificial intelligence or machine learning into video games, they will rely on existing frameworks for the core AI and ML techniques, so they do not have to know all the technical details that go into these advanced methods. Instead, they will focus on working within the computational and memory constraints as defined by the platform (e.g. Android) and the real-time operation of video games.