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A checklist for safe robot swarms

Nature Machine Intelligence volume 2, pages 420–422 (2020)Cite this article

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As robot swarms move from the laboratory to real-world applications, a routine checklist of questions could help ensure their safe operation.

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Fig. 1: Safe swarm scenario.

References

  1. Yang, G.-Z. et al. Sci. Robot. 3, eaar7650 (2018).

    Article  Google Scholar 

  2. Brambilla, M., Ferrante, E., Birattari, M. & Dorigo, M. Swarm Intell. 7, 1–41 (2013).

    Article  Google Scholar 

  3. Schranz, M., Umlauft, M., Sende, M. & Elmenreich, W. Front. Robot. AI 7, 36 (2020).

    Article  Google Scholar 

  4. Hamann, H. Swarm Robotics: A Formal Approach (Springer, 2018).

  5. Winfield, A. F. T., Harper, C. J. & Nembrini, J. In Swarm Robotics (eds Şahin, E. & Spears, W. M.) 126–142 (Springer, 2005).

  6. Bjerknes, J. D. & Winfield, A. F. T. in Distributed Autonomous Robotic Systems: The 10th International Symposium (eds Martinoli, A. et al.) 431–444 (Springer, 2013).

  7. Winfield, A. F. T. & Nembrini, J. Int. J. Model. Identif. Control 1, 30–37 (2006).

    Article  Google Scholar 

  8. Christensen, A. L., O’Grady, R. & Dorigo, M. IEEE Trans. Evol. Comput. 13, 754–766 (2009).

    Article  Google Scholar 

  9. Tarapore, D., Christensen, A. L. & Timmis, J. PLoS ONE 12, e0182058 (2017).

    Article  Google Scholar 

  10. Kolling, A., Walker, P., Chakraborty, N., Sycara, K. & Lewis, M. IEEE Trans. Human-Machine Syst. 46, 9–26 (2016).

    Article  Google Scholar 

  11. Gil, S., Kumar, S., Mazumder, M., Katabi, D. & Rus, D. Auton. Robots 41, 1383–1400 (2017).

    Article  Google Scholar 

  12. Primiero, G., Tuci, E., Tagliabue, J. & Ferrante, E. in Swarm Intelligence (eds Dorigo, M. et al.) 213–224 (Springer, 2018).

  13. Higgins, F., Tomlinson, A. & Martin, K. M. in 2009 Fifth International Conference on Autonomic and Autonomous Systems 307–312 (IEEE, 2009).

  14. Sargeant, I. & Tomlinson, A. in International Conference on Embedded Systems, Cyber-physical Systems, and Applications 122–128 (CSREA, 2016).

  15. Strobel, V., Castelló Ferrer, E. & Dorigo, M. Front. Robot. AI 7, 54 (2020).

    Article  Google Scholar 

  16. Avižienis, A., Laprie, J. C., Randell, B. & Landwehr, C. IEEE Trans. Dependable Secur. Comput. 1, 11–33 (2004).

    Article  Google Scholar 

  17. Modarres, M., Kaminskiy, M. P. & Krivtsov, V. Reliability Engineering and Risk Analysis: A Practical Guide (CRC, 2016).

  18. Winfield, A. F. T. & Jirotka, M. Philos. Trans. R. Soc. A 376, 20180085 (2018).

    Article  Google Scholar 

  19. Schmickl, T. et al. in 2011 Fifth IEEE Conference on Self-Adaptive and Self-Organizing Systems Workshops 120–126 (IEEE, 2011).

  20. Thenius, R. et al. in Artificial Life Intelligence Agents Symposium (eds Lewis, P. R. et al.) 27–41 (Springer, 2016).

  21. Duarte, M. et al. PLoS ONE 11, e0151834 (2016).

    Article  Google Scholar 

  22. The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems Ethically Aligned Design: A Vision for Prioritizing Human Wellbeing with Artificial Intelligence and Autonomous Systems (IEEE, 2017).

  23. BS 8611:2016, Robots and Robotic Devices: Guide to the Ethical Design and Application of Robots and Robotic Systems (British Standards Institute, 2016).

  24. Carrillo-Zapata, D. et al. Front. Robot. AI 7, 53 (2020).

    Article  Google Scholar 

  25. Winfield, A. F. T. & Jirotka, M. in Towards Autonomous Robotic Systems (eds Gao, Y. et al.) 262–273 (Springer, 2017).

  26. Rossiter, J., Winfield, J. & Ieropoulos, I. Proc. SPIE 9798, 97981S (2016).

    Article  Google Scholar 

  27. Dixon, C., Winfield, A. F. T., Fisher, M. & Zeng, C. Robot. Auton. Syst. 60, 1429–1441 (2012).

    Article  Google Scholar 

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Authors and Affiliations

  1. Engineering Mathematics & Bristol Robotics Laboratory, University of Bristol, Bristol, UK

    Edmund R. Hunt & Sabine Hauert

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  1. Edmund R. Hunt
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  2. Sabine Hauert
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Correspondence to Sabine Hauert.

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Hunt, E.R., Hauert, S. A checklist for safe robot swarms. Nat Mach Intell 2, 420–422 (2020). https://doi.org/10.1038/s42256-020-0213-2

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