Abstract
We introduce a novel two-dimensional simulator for disaster response on maps of real cities dealing with logistics and coordination problems. Our simulator allows to plug-in almost any approach developed for simulated environments and offers functionalities for further developing and benchmarking. It provides metrics that help the analysis of the performance of a team of agents during the disaster. Our experiments were conducted for a mud disaster episode and show how to evaluate different techniques.
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Photo is data that requires further investigation (victims location and state).
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Both approaches were developed using the JaCaMo platform [3].
References
Ahlbrecht, T., Dix, J., Fiekas, N.: Multi-agent programming contest 2017. Ann. Math. Artif. Intell. 84(1), 1–16 (2018). https://doi.org/10.1007/s10472-018-9594-x
Armada, C.A.S.: The environmental disasters of Mariana and Brumadinho and the Brazilian social environmental law state, August 2019. https://ssrn.com/abstract=3442624
Boissier, O., Bordini, R.H., Hübner, J.F., Ricci, A., Santi, A.: Multi-agent oriented programming with JaCaMo. Sci. Comput. Program. 78, 747–761 (2013). https://doi.org/10.1016/j.scico.2011.10.004
Farinelli, A., Bicego, M., Bistaffa, F., Ramchurn, S.D.: A hierarchical clustering approach to large-scale near-optimal coalition formation with quality guarantees. Eng. Appl. Artif. Intell. 59, 170–185 (2016). https://doi.org/10.1016/j.engappai.2016.12.018
Mancheva, L., Adam, C., Dugdale, J.: Multi-agent geospatial simulation of human interactions and behaviour in bushfires. In: Proceedings of the 16th ISCRAM (2019)
Visser, A., Ito, N., Kleiner, A.: RoboCup rescue simulation innovation strategy. In: Bianchi, R.A.C., Akin, H.L., Ramamoorthy, S., Sugiura, K. (eds.) RoboCup 2014. LNCS (LNAI), vol. 8992, pp. 661–672. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-18615-3_54
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Krausburg, T., Chrisosthemos, V., Bordini, R.H., Dix, J. (2020). Disaster Response Simulation. In: Demazeau, Y., Holvoet, T., Corchado, J., Costantini, S. (eds) Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness. The PAAMS Collection. PAAMS 2020. Lecture Notes in Computer Science(), vol 12092. Springer, Cham. https://doi.org/10.1007/978-3-030-49778-1_42
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DOI: https://doi.org/10.1007/978-3-030-49778-1_42
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