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Adaptive emergency response and dynamic crowd navigation for mobile robot using deep reinforcement learning. [PDF]
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Guided crowd evacuation: approaches and challenges
IEEE/CAA Journal of Automatica Sinica, 2019Evacuation leaders and/ or equipment provide route and exit information for people and guide them to the expected destinations, which could make crowd evacuation more efficient in case of emergency. The purpose of this paper is to provide an overview of recent advances in guided crowd evacuation.
Min Zhou, Hairong Dong, Petros A Ioannou
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Effective leadership for crowd evacuation
Physica A: Statistical Mechanics and Its Applications, 2016Abstract Evacuation leaders (individuals guiding the crowd) can make crowd evacuation more efficient. Selecting their number and positions within the crowd is particularly important when the other evacuees are not familiar with the internal layout of the building.
Richard K K Yuen, Eric Wai Ming Lee
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Emergency and disaster management-crowd evacuation research
Journal of Industrial Information Integration, 2021Abstract This paper analyzes literatures on crowd evacuation based on data extracted from Web of Science by applying bibliometric approaches. In specific, reference co-citation analysis, author co-citation analysis, and keyword co-occurrence analysis are adopted to analyze the data with CiteSpace and VOSViewer.
Jia Liu, Yun Chen, Yong Chen
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Crowd Evacuation Simulation in Flowing Fluids
Computer Animation and Virtual Worlds, 2023In this paper, we propose an integrated model for simulating the interaction between crowds and fluid particles. Our focus is on simulating evacuation motion for crowds in the face of sudden floods. Our model treats both the crowd and the water as fluid particles, which allows us to incorporate various forces such as pressure, shear, buoyancy, and ...
Xunjin Zou +3 more
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Environment optimization for crowd evacuation
Computer Animation and Virtual Worlds, 2015AbstractThe layout of a building, real or virtual, affects the flow patterns of its intended users. It is well established, for example, that the placement of pillars at proper locations can often facilitate pedestrian flow during the evacuation of a building. Such considerations are therefore important for architects, game level developers, and others
Glen Berseth +4 more
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IEEE Transactions on Automation Science and Engineering, 2015
The congregation of crowd undoubtedly constitutes an important risk factor, which may endanger the safety of the gathered people. The solution reported against this significant threat to citizens safety is to consider careful planning and measures.
Evangelos Boukas +3 more
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The congregation of crowd undoubtedly constitutes an important risk factor, which may endanger the safety of the gathered people. The solution reported against this significant threat to citizens safety is to consider careful planning and measures.
Evangelos Boukas +3 more
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Simulating evacuation crowd with emotion and personality
Artificial Life and Robotics, 2018As the number of emergencies continues to increase, technologies about crowd evacuation simulation in emergencies have attracted widespread attention. Virtual simulation technology can deduce the behavior of the crowd in emergencies and can be an intuitive tool for defining contingency plans. In emergencies, the crowd will be in a state of panic.
Tingting Liu 0002 +5 more
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Crowd evacuation with family scenario expansion
2014 IEEE 12th International Symposium on Intelligent Systems and Informatics (SISY), 2014Human behavior simulation is a challenging task because its nature and the variables affecting it are still unknown. However such simulations play important role in various fields, including army, police training, architecture, emergency exits design etc. In this paper we present a complex simulation of crowd based on the PECS psychological model.
Michal Kyznansky, Peter Lacko
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