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The Number One Educational Resource for the Game Industry

Session Name: Machine Learning Summit: It's Complicated: Getting ML inside a AAA Engine
Speaker(s): Adrien Logut, Colin Gaudreau
Company Name(s): Ubisoft Montreal, Ubisoft Winnipeg
Track / Format: Machine Learning Summit

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Overview: The presentation follows the integration of an ML solution (SmartNav, for navigation or SmartDrive for vehicle handling), using the Machine Learning Framework (ML.F) in a Ubisoft engine (Snowdrop and Anvil) from start to end. It will focus on the complete pipeline use to enable ML in games, especially the costs (like resource, time, CPU/RAM, etc.) and the engine requirements. It will also present the potential of this new tool, while also exposing its cons to help people know if ML is right for the job. And finally, we present how sharing knowledge among many ML-based projects can help.

Game Developers Conference 2022

Adrien Logut

Ubisoft Montreal

Colin Gaudreau

Ubisoft Winnipeg

free content

Machine Learning Summit