Abstract
We study the multi-robot foraging problem in an unknown environment with risks. Robots have to explore entire unknown environment without stepping into risk areas and simultaneously collect all discovered targets. We present a novel algorithm that integrates the frontier-based exploration algorithm with auction-based task-allocation. Extensive simulation studies demonstrate that our algorithm can balance the tasks of environment exploration and target collection efficiently.
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References
Burgard, W., Moors, M., Stachniss, C., Schneider, F.E.: Coordinated multi-robot exploration. IEEE Trans. Rob. 21(3), 376–386 (2005)
Fox, D., Ko, J., Konolige, K., Limketkai, B., Schulz, D., Stewart, B.: Distributed multirobot exploration and mapping. Proc. IEEE 94(7), 1325–1339 (2006)
Gerkey, B.P., Mataric, M.J.: Sold!: Auction methods for multirobot coordination. IEEE Trans. Robot. Autom. 18(5), 758–768 (2002)
Koenig, N., Howard, A.: Design and use paradigms for Gazebo, an open-source multi-robot simulator. In Proceedings of 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2004, vol. 3, pp. 2149–2154. IEEE (2004)
Lee, U., Magistretti, E., Gerla, M., Bellavista, P., Lió, P., Lee, K.-W.: Bio-inspired multi-agent data harvesting in a proactive urban monitoring environment. Ad Hoc Netw. 7(4), 725–741 (2009)
Pini, G., Brutschy, A., Pinciroli, C., Dorigo, M., Birattari, M.: Autonomous task partitioning in robot foraging: an approach based on cost estimation. Adapt. Behav. 21(2), 118–136 (2013)
Sheng, W., Yang, Q., Tan, J., Xi, N.: Distributed multi-robot coordination in area exploration. Robot. Auton. Syst. 54(12), 945–955 (2006)
Visser, A., Slamet, B.A.: Balancing the information gain against the movement cost for multi-robot frontier exploration. In: Bruyninckx, H., Přeučil, L., Kulich, M. (eds.) European Robotics Symposium 2008. STAR, vol. 44, pp. 43–52. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-78317-6_5
Wei, C., Hindriks, K.V., Jonker, C.M.: Dynamic task allocation for multi-robot search and retrieval tasks. Appl. Intell. 45(2), 383–401 (2016)
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Jiao, Z., Oh, J. (2018). Simultaneous Exploration and Harvesting in Multi-robot Foraging. In: Mouhoub, M., Sadaoui, S., Ait Mohamed, O., Ali, M. (eds) Recent Trends and Future Technology in Applied Intelligence. IEA/AIE 2018. Lecture Notes in Computer Science(), vol 10868. Springer, Cham. https://doi.org/10.1007/978-3-319-92058-0_48
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DOI: https://doi.org/10.1007/978-3-319-92058-0_48
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