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On the effect of the user's background on communicating grasping commands

Published: 02 March 2006 Publication History

Abstract

In this paper, we investigate the impact of the user's background on their ability to communicate grasping commands to a robot. We conducted a study where a group of 15 non-technical users use natural language to instruct a robotic arm to grasp five small everyday objects. We found that users with less technical backgrounds choose simple more predictable commands over complex unpredictable movements. These users also required more time and commands to complete a grasping task compared to users with more technical backgrounds. Other results however suggest that the user's background is not the most critical factor. Individual preferences and learning approaches also appear to play a role in command choices.

References

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W. Burgard, A. Cremers, D. Fox, D. Hahnel, G. Lakemeyer, D. Schulz, W. Steiner, and S. Thrun. Experiences with an interactive museum tour-guide robot. Artificial Intelligence, 114(1-2):3--55, 1999.
[2]
M. A. Moussa and M. S. Kamel. An experimental approach to robotic grasping using a connectionist architecture and generic grasping functions IEEE Transactions on Systems, Man and Cybernetics, 28:239--253, 1998.
[3]
J. Pineau, M. Montemerlo, M. Pollack, N. Roy, and S. Thrun. Towards robotic assistants in nursing homes: Challenges and results. Robotics and Autonomous Systems, 42(3-4):271--281, March 2003.
[4]
M. Ralph and M. Moussa. Human-robot interaction for robotic grasping: A pilot study. In Proceedings, IEEE/RSJ Int. Conf. on Intelligent Robots an Systems (IROS), pages 2146--2151, Edmonton, Canada, August 2005.

Cited By

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  • (2010)An integrated system for user-adaptive robotic graspingIEEE Transactions on Robotics10.1109/TRO.2010.204838626:4(698-709)Online publication date: 1-Aug-2010
  • (2008)Toward a Natural Language Interface for Transferring Grasping Skills to RobotsIEEE Transactions on Robotics10.1109/TRO.2008.91544524:2(468-475)Online publication date: 1-Apr-2008

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cover image ACM Conferences
HRI '06: Proceedings of the 1st ACM SIGCHI/SIGART conference on Human-robot interaction
March 2006
376 pages
ISBN:1595932941
DOI:10.1145/1121241
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 02 March 2006

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Author Tags

  1. grasping
  2. human-robot interaction
  3. natural language instruction
  4. skill transfer
  5. user-adaptive robotics

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HRI06
HRI06: International Conference on Human Robot Interaction
March 2 - 3, 2006
Utah, Salt Lake City, USA

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Overall Acceptance Rate 268 of 1,124 submissions, 24%

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Cited By

View all
  • (2010)An integrated system for user-adaptive robotic graspingIEEE Transactions on Robotics10.1109/TRO.2010.204838626:4(698-709)Online publication date: 1-Aug-2010
  • (2008)Toward a Natural Language Interface for Transferring Grasping Skills to RobotsIEEE Transactions on Robotics10.1109/TRO.2008.91544524:2(468-475)Online publication date: 1-Apr-2008

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