A NOVEL WAY OF USING SIMULATIONS TO SUPPORT URBAN SECURITY OPERATIONS

被引:0
|
作者
Kvassay, Marcel [1 ]
Hluchy, Ladislav [1 ]
Dlugolinsky, Stefan [1 ]
Schneider, Bernhard [2 ]
Bracker, Holger [3 ]
Tavcar, Ales [4 ]
Gams, Matjaz [4 ]
Contat, Marc [5 ]
Dutka, Lukasz [6 ]
Krol, Dariusz [6 ,7 ]
Wrzeszcz, Michal [6 ,7 ]
Kitowski, Jacek [6 ,7 ]
机构
[1] Slovak Acad Sci, Inst Informat, Dubravska Cesta 9, Bratislava 84507, Slovakia
[2] Airbus Def & Space GmbH, D-85077 Manching, Germany
[3] Airbus Def & Space GmbH, D-82024 Taufkirchen, Germany
[4] Jozef Stefan Inst, Dept Intelligent Syst, Ljubljana 1000, Slovenia
[5] Airbus Def & Space, AIP TCOIC4, F-78996 Elancourt, France
[6] AGH Univ Sci & Technol, Acad Comp Ctr Cyfronet AGH, PL-30059 Krakow, Poland
[7] AGH Univ Sci & Technol, Dept Comp Sci, PL-30059 Krakow, Poland
关键词
Agent-based simulation; human behaviour modelling; behaviour cloning; virtual training; mission analysis; security operations; military operations in urban terrain; asymmetric warfare;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The growing importance of security operations in urban terrain has triggered many attempts to address the perceived gaps in the readiness of security forces for this type of combat. One way to tackle the problem is to employ simulation techniques. Simulations are widely used to support both mission rehearsal and mission analysis, but these two applications tend to be seen as distinctly separate. We argue that integrating them in a unified framework can bring significant benefits for end-users. We perform a structured walk-through of such a unified system, in which a novel approach to integration through the behaviour cloning enabled the system to capture the operational knowledge of security experts, which is often difficult to express verbally. This capability emerged as essential for the operation of the integrated system. We also illustrate how the interplay between the system components for the mission analysis and mission rehearsal is realized.
引用
收藏
页码:1201 / 1233
页数:33
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