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2017 GTC San Jose

S7819 - Bringing Gaming, VR, and AR to Life with Deep Learning

Session Speakers
Session Description

Game development is a complex and labor-intensive effort. Game environments, storylines, and character behaviors are carefully crafted requiring graphics artists, storytellers, and software to work in unison. Often games end up with a delicate mix of hard-wired behavior in the form of traditional code and somewhat more responsive behavior in the form of large collections of rules. Over the last few years, data-intensive machine learning solutions have obliterated rule-based systems in the enterprise -- think Amazon, Netflix, and Uber. At Unity, we've explored the use of deep learning in content creation and deep reinforcement learning in character development. We'll share our learnings and the Unity APIs we use with the audience.


Additional Session Information
All
Talk
Deep Learning and AI Game Development Virtual Reality and Augmented Reality
Games Higher Education / Research
25 minutes
Session Schedule