GDC 2014

GDC 2014 Session Scheduler

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Export Schedule:

Math for Game Programmers: Dictionary Learning in Games

Manny Ko  |  Principal Engineer, Activision R&D


Location: Room 3003, West Hall

Format: Tutorials & Bootcamps
Track: Programming
Vault Recording: Video


As we enter a new console generation, the complexity of many games have increased, and with that, the knowledge needed to create them. Creating the latest code for graphics, animation, physical simulation and even artificial intelligence requires thorough knowledge of the necessary mathematical underpinnings. This tutorial continues the tradition of the "Math for Programmers" tutorial by bringing together some of the best presenters in gaming math to concentrate on the core mathematics necessary for sophisticated 3D graphics, interactive physical simulations and effective gameplay. The day will focus on the issues of 3D game development important to programmers, and includes programming guidance throughout. Topics will begin with introductory talks on Grassman algebra and rotations and quaternions, then will continue with random numbers and spatial subdivision, and will conclude with inverse kinematics, sampling and reconstruction, and applying K-SVD to animation skinning.

Takeaway

Attendees will learn fundamental elements and practical considerations for using math in games, with applications to both gameplay and engine programming.

Intended Audience

Programmers looking to learn or build upon their math skills. Knowledge of vectors and matrices expected, and multi-variable calculus will be helpful.