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GTC ON-DEMAND

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Abstract:

Businesses of all sizes are increasingly recognizing the potential value of AI, but few are sure how to prepare for the transformational change it is sure to bring to their organizations. Danny Lange rolled out company-wide AI platforms at Uber and Amazon; now, through Unity Technologies, he's making AI available to the rest of us. He'll also share his thoughts for the most exciting advances that AI will bring over the next year. His insights will help you understand the true potential of AI, regardless of your role or industry.

Businesses of all sizes are increasingly recognizing the potential value of AI, but few are sure how to prepare for the transformational change it is sure to bring to their organizations. Danny Lange rolled out company-wide AI platforms at Uber and Amazon; now, through Unity Technologies, he's making AI available to the rest of us. He'll also share his thoughts for the most exciting advances that AI will bring over the next year. His insights will help you understand the true potential of AI, regardless of your role or industry.

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Topics:
AI Application, Deployment & Inference, Advanced AI Learning Techniques, AI & Deep Learning Business Track (High Level)
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8729
Streaming:
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Abstract:

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.

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.

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Topics:
Virtual Reality & Augmented Reality, Artificial Intelligence and Deep Learning, Gaming and AI
Type:
Talk
Event:
GTC Silicon Valley
Year:
2017
Session ID:
S7819
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