Articles with "mixed qualities" as a keyword



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Robust Learning From Demonstrations With Mixed Qualities Using Leveraged Gaussian Processes

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Published in 2019 at "IEEE Transactions on Robotics"

DOI: 10.1109/tro.2019.2891173

Abstract: In this paper, we focus on the problem of learning from demonstration (LfD) where demonstrations with different proficiencies are provided without labeling. To this end, we model multiple policies with different qualities as correlated Gaussian… read more here.

Keywords: mixed qualities; qualities using; gaussian processes; learning demonstrations ... See more keywords