Industrializing In-Game Machine Learning Solutions: From Prototypes to AAA Games

Industrializing In-Game Machine Learning Solutions: From Prototypes to AAA Games

Learn from a 32-minute conference talk delivered at Data Science Conference Europe 2023 that explores the industrialization of machine learning solutions in AAA game development. Discover how Ubisoft tackled the challenge of balancing rapid machine learning advancements with stable game production requirements through a modular approach. Explore the development of a Machine Learning Framework that bridges the gap between researchers, technology providers, and game productions. Gain insights into the systematic implementation of ML solutions, from automated testing to player-facing features, and understand how modularity serves as a cornerstone for successfully integrating machine learning into game development pipelines.