Carnegie Mellon University
The
Effects of Robot Motion on Human-Robot Collaboration

Anca Dragan, Shira Bauman, Jodi Forlizzi, and Siddhartha Srinivasa
Human-Robot Interaction, March, 2015.


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Abstract
Most motion in robotics is purely functional, planned to achieve the goal and avoid collisions. Such motion is great in isolation, but collaboration affords a human who is watching the motion and making inferences about it, trying to coordinate with the robot to achieve the task. This paper analyzes the benefit of planning motion that explicitly enables the collaborator’s inferences on the success of physical collaboration, as measured by both objective and subjective metrics. Results suggest that legible motion, planned to clearly express the robot’s intent, leads to more fluent collaborations than predictable motion, planned to match the collaborator’s expectations. Furthermore, purely functional motion can harm coordination, which negatively affects both task efficiency, as well as the participants’ perception of the collaboration.

Keywords
motion planning, human-robot interaction, collaborative manipulation, intent

Notes
Associated Center(s) / Consortia: Quality of Life Technology Center, National Robotics Engineering Center, and Center for the Foundations of Robotics
Associated Lab(s) / Group(s): Personal Robotics

Text Reference
Anca Dragan, Shira Bauman, Jodi Forlizzi, and Siddhartha Srinivasa, "Effects of Robot Motion on Human-Robot Collaboration," Human-Robot Interaction, March, 2015.

BibTeX Reference
@inproceedings{Dragan_2015_7910,
   author = "Anca Dragan and Shira Bauman and Jodi Forlizzi and Siddhartha Srinivasa",
   title = "Effects of Robot Motion on Human-Robot Collaboration",
   booktitle = "Human-Robot Interaction",
   month = "March",
   year = "2015",
}