Ken Goldberg reflects on how four exciting sub-fields of robotics — co-robotics, human–robot interaction, deep learning and cloud robotics — accelerate a renewed trend toward robots working safely and constructively with humans.
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References
Sheridan, T. B. Telerobotics, Automation, and Human Supervisory Control (MIT Press, Cambridge, 1992).
Rosen, J., Hannaford, B. & Satava, R. M. Surgical Robotics: Systems Applications and Visions Springer (Springer, New York, 2011).
A Roadmap for US Robotics Research: From Internet to Robotics (CRA, 2016); https://cra.org/ccc/wp-content/uploads/sites/2/2016/11/roadmap3-final-rs-1.pdf
Haddadin, S. et al. Int. J. Robotics Res. 31, 1578–1602 (2012).
Tobe, F. The Robot Report https://www.therobotreport.com/42-companies-empowering-robots-and-humans-to-work-side-by-side/ (2017).
Vision Online https://www.visiononline.org/collaborative-robots-advanced-vision-and-ai-conference (2018).
U S NSF National Robotics Initiative 2.0 (NSF, 2018); https://www.nsf.gov/pubs/2017/nsf17518/nsf17518.htm.
Dragan, A. D., Lee, K. T. & Srinivasa, S. S. in 8th ACM/IEEE International Conference on Human-Robot Interaction (IEEE, 2013).
Beam, A. L. GitHub https://beamandrew.github.io/deeplearning/2017/02/23/deep_learning_101_part1.html (2017).
Gershgorn, D. Quartz https://qz.com/1034972/ (2017).
Brooks, R. Rodney Brooks Blog https://rodneybrooks.com/blog/ (2018).
Goldberg, K. et al. in Proc. Second International World Wide Web Conference (1994); http://goldberg.berkeley.edu/pubs/Beyond-the-Web-Excavating-Oct-1994.pdf
Goldberg, K., Song, D. & Levandowski, A. Proc. IEEE 91, 430–439 (2003).
Goldberg, K. & Chen, B. in Proc. 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems (IEEE, 2001).
Goldberg, K. et al. in Proc. 2002 IEEE International Conference on Robotics and Automation (IEEE, 2002).
Kehoe, B., Patil, S., Abbeel, P. & Goldberg, K. IEEE Trans. Autom. Sci. Eng. 12, 398–409 (2015).
Bonomi, F., Milito, R., Zhu, J. & Addepalliin, S. in Proc. First Edition of the MCC Workshop on Mobile Cloud Computing 13–16 (ACM, 2012).
Goldberg, K. UC Berkeley http://goldberg.berkeley.edu/fog-robotics/ (2018).
Malone, T. W. Superminds (Little, Brown and Company, Boston, 2018).
Woolley, A. W., Chabris, C. F., Pentland, A., Hashmi, N. & Malone, T. W. Science 330, 686–688 (2010).
Kurzweil, R. The Singularity is Near (Viking, New York, 2005).
Goldberg, K. The robot-human alliance. Wall Street Journal (11 June 2017).
Goldberg, K. UC Berkeley http://goldberg.berkeley.edu/garden/Ars/ (2018).
Acknowledgements
I’m grateful to the many colleagues and students I’ve learned from over the years and to those who provided specific feedback on this essay, including A. Bicchi, D. Halperin, D. Seita and R. D’Andrea.
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Goldberg, K. Robots and the return to collaborative intelligence. Nat Mach Intell 1, 2–4 (2019). https://doi.org/10.1038/s42256-018-0008-x
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DOI: https://doi.org/10.1038/s42256-018-0008-x
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