Getting Closer to Human Intelligence Through Robotics

Explore the future of artificial intelligence through robotics in this 46-minute video lecture. Delve into the current state of machine learning and AI, examining impressive achievements in narrow fields. Discover why robotics research and physical interaction are crucial for developing broader human-level intelligence. Learn about the limitations of existing methods and the need to challenge common assumptions. Compare human performance to AI capabilities in various domains, including image classification, video games, machine translation, recommender systems, self-driving cars, and humanoid robotics. Gain insights into the AlphaZero performance and its implications for AI development. Access accompanying slides for further study and follow the speaker for updates on this rapidly evolving field.

Intro
Human performance
Image classification
Video game performance
Machine translation
Recommender performance
Self-driving cars
Humanoid robots
AlphaZero performance
Common assumptions