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Modeling a real-case situation of egress using BDI agents with emotions and social skills

Valette, Marion and Gaudou, Benoît and Longin, Dominique and Taillandier, Patrick Modeling a real-case situation of egress using BDI agents with emotions and social skills. (2018) In: International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2018), 29 October 2018 - 2 November 2018 (Tokyo, Japan).

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Official URL: https://doi.org/10.1007/978-3-030-03098-8_1

Abstract

To be realistic, evacuation simulations have to consider several aspects of the human psychology that affect their decision-making process. Among them we find social relationships and emotions like fear. The former has been proven to have a great influence on the outcomes of simulations as they modify the behaviour of agents to make them escape in groups. This phenomenon strongly affects the efficiency of the evacuation. The latter impacts the ways the people will try to escape, leading to adaptation and unplanned behaviour. This paper presents an evacuation model that includes cognition with a BDI architecture to represent the way agents do complex reasoning, social relationships and a modelling of fear. The model is applied to simulate the fire of the Rhode Island Station Nightclub in 2003. We shows that after calibration, the model enables to reproduce in a credible way the real event.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 11224 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-030-03097-1 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-030-03098-8_1
HAL Id:hal-02279420
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Institut National de la Recherche Agronomique - INRA (FRANCE)
French research institutions > Institut de Recherche pour le Développement - IRD (FRANCE)
Other partners > Sorbonne Université (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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ANR Agence nationale de la recherche (France)
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Deposited By: IRIT IRIT
Deposited On:25 Jun 2019 14:59

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