| Session Name: | Deep Learning for Game Developers (Presented by NVIDIA) |
| Speaker(s): | Bryan Catanzaro |
| Company Name(s): | NVIDIA |
| Track / Format: | Visual Arts |
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| Overview: |
Deep learning, a branch of machine learning and artificial intelligence (AI), is changing the the entire computing industry. Learn how to leverage deep learning to create, develop, market, run and tune higher quality and more appealing games for mobile, console and PC. Drawing on real-world experiences working with deep learning pioneers and experts at Baidu and NVIDIA, the speaker explains modern deep learning concepts (such as neural networks, CNN's, RNN's, adversarial networks and auto-encoders). Attendees also learn about the latest cutting edge research covering deep learning for areas such as: Art and level enhancement, Anti-cheat and fraud detection, Brand sentiment analysis and social network monitoring, and Character animation through reinforcement learning. |
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