Yuyao Liu, Jiayuan Mao, David Hsu, Leslie Pack Kaelbling, Tomás Lozano-Pérez
RAPID is a system that generates, verifies, and refines robot programs from a single visual human demonstration. It uses an object-centric relational program representation to capture the underlying structure of the demonstrated strategy. RAPID demonstrates strong performance in various manipulation tasks.
RAPID enables robots to learn from humans and perform complex tasks with minimal programming. This technology has the potential to improve robotics in industries such as manufacturing and healthcare. It also enhances the capabilities of robots in everyday life.
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