GitHub

Unity ML-Agents Toolkit

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents. We provide implementations ...
GitHub

Coursework and Training

A 3D action RPG, part of self training and advancement in Unity Game Programming. A work Along to Pete Jepson's course on Udemy.
IEEE

Exploring Learner Achievement Analysis using K-Means, SVM, and EM Clustering in a Unity-Based Virtual Reality Learning Environment

Abstract: This research article aims to analyze learner performance data from virtual reality environments developed with Unity using machine learning algorithms such as K-Means, Support Vector ...
IEEE

NPC Behavior in Games Using Unity ML-Agents: A Reinforcement Learning Approach

Abstract: Machine learning is having a significant impact on video games, from speeding up the development of new games to the development of new methods in gaming. This study discusses the impact of ...