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Quantifying Demonstration Quality for Robot Learning and Generalization

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Published in 2022 at "IEEE Robotics and Automation Letters"

DOI: 10.48550/arxiv.2203.13843

Abstract: Learning from Demonstration (LfD) seeks to democratize robotics by enabling non-expert end-users to teach robots. However, most LfD techniques assume users provide optimal demonstrations, which may not be accurate. Demonstration quality plays a crucial role… read more here.

Keywords: quality; robotics; robot learning; demonstration quality ... See more keywords