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Thursday, January 24 • 9:35am - 10:00am
Object-oriented Perception and Control

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Why are infants better at sensory motor tasks than our current AI systems? We are born with learning mechanisms to map our sensory experience into objects and abstractions over them. My talk will present unsupervised approaches integrating deep/reinforcement learning and probabilistic programming, to learn about objects and goal-directed control grounded in them. I will give demonstrations in a few domains including video understanding, game playing and robotics.

Speakers
avatar for Tejas Kulkarni, DeepMind

Tejas Kulkarni, DeepMind

Research Scientist, DeepMind
I am a Research Scientist at Google DeepMind. Previously, I was a PhD student at MIT under the supervision of Joshua Tenenbaum. I am primarily interested in understanding how the mind works. My current research goal is to build learning algorithms that acquire grounded common-sense... Read More →


Thursday January 24, 2019 9:35am - 10:00am
Grand Ballroom Hyatt Regency San Francisco, 5 Embarcadero Center, San Francisco, CA 94111, USA