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Explore how robots can learn more efficiently by mimicking human learning processes in this 58-minute talk by Karl Schmeckpeper. Discover innovative approaches to machine learning in robotics that address the challenge of limited data availability. Learn about techniques for robots to learn from human video demonstrations, utilize natural language instructions, and engage in curious exploration. Gain insights into cutting-edge research aimed at enhancing robotic learning capabilities and expanding the potential applications of machine learning in robotics.
Robots Learning Like Humans: Leveraging Human-Inspired Techniques in Machine Learning