Corpus ID: 197430879

Understanding Teacher Gaze Patterns for Robot Learning

@article{Saran2019UnderstandingTG,
  title={Understanding Teacher Gaze Patterns for Robot Learning},
  author={Akanksha Saran and Elaine Schaertl Short and A. Thomaz and S. Niekum},
  journal={ArXiv},
  year={2019},
  volume={abs/1907.07202}
}
  • Akanksha Saran, Elaine Schaertl Short, +1 author S. Niekum
  • Published 2019
  • Computer Science, Psychology
  • ArXiv
  • Human gaze is known to be a strong indicator of underlying human intentions and goals during manipulation tasks. This work studies gaze patterns of human teachers demonstrating tasks to robots and proposes ways in which such patterns can be used to enhance robot learning. Using both kinesthetic teaching and video demonstrations, we identify novel intention-revealing gaze behaviors during teaching. These prove to be informative in a variety of problems ranging from reference frame inference to… CONTINUE READING
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