Solving the shepherding problem: heuristics for herding autonomous, interacting agents. Strömbom, D., Mann, R. P, Wilson, A. M, Hailes, S., Morton, A J., Sumpter, D. J T, & King, A. J Journal of The Royal Society Interface, 11(100):20140719–20140719, 2014. abstract bibtex Herding of sheep by dogs is a powerful example of one individual causing many unwilling individuals to move in the same direction. Similar phenomena are central to crowd control, cleaning the environment and other engineering problems. Despite single dogs solving this 'shepherding problem' every day, it remains unknown which algorithm they employ or whether a general algorithm exists for shepherding. Here, we demonstrate such an algorithm, based on adaptive switching between collecting the agents when they are too dispersed and driving them once they are aggregated. Our algorithm reproduces key features of empirical data collected from sheep-dog interactions and suggests new ways in which robots can be designed to influence movements of living and artificial agents.
@Article{Strombom2014,
author = {Strömbom, Daniel and Mann, Richard P and Wilson, Alan M and Hailes, Stephen and Morton, A Jennifer and Sumpter, David J T and King, Andrew J},
title = {Solving the shepherding problem: heuristics for herding autonomous, interacting agents},
journal = {Journal of The Royal Society Interface},
volume = {11},
number = {100},
pages = {20140719--20140719},
year = {2014},
abstract = {Herding of sheep by dogs is a powerful example of one individual causing many unwilling individuals to move in the same direction. Similar phenomena are central to crowd control, cleaning the environment and other engineering problems. Despite single dogs solving this \'shepherding problem\' every day, it remains unknown which algorithm they employ or whether a general algorithm exists for shepherding. Here, we demonstrate such an algorithm, based on adaptive switching between collecting the agents when they are too dispersed and driving them once they are aggregated. Our algorithm reproduces key features of empirical data collected from sheep-dog interactions and suggests new ways in which robots can be designed to influence movements of living and artificial agents.},
location = {Department of Mathematics, Uppsala University, Uppsala 75106, Sweden strombom@math.uu.se.},
keywords = {}}
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