Training with and of Autonomous System - Modelling and Simulation Approach

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG38__%2F18%3A00536510" target="_blank" >RIV/60162694:G38__/18:00536510 - isvavai.cz</a>

Výsledek na webu

<a href="https://link.springer.com/content/pdf/10.1007%2F978-3-319-76072-8.pdf" target="_blank" >https://link.springer.com/content/pdf/10.1007%2F978-3-319-76072-8.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-76072-8_27" target="_blank" >10.1007/978-3-319-76072-8_27</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Training with and of Autonomous System - Modelling and Simulation Approach

Popis výsledku v původním jazyce

Having in place a new era of operationalization of systems with certain level of autonomy has implication in the whole spectrum of military activities. Training in the military domain as one of the key pillars of preparedness of Armed Forces must adequately reflect this phenomena. The article deals with all aspects of training related to Autonomous Systems (AS) and human being (HB). Firstly terminology of trainee and trainer in the AS and HB perspective is explained. Secondly factors that influence the effectiveness of the training when AS employed are elaborated. Special focus is put on the formalization of effectiveness of collective training with and of AS in the form of differential equation and model using the level of preparedness state variable. System dynamic is employed to design a model. The model is executed in the time in three different scenarios - Human in the Loop, Human on the Loop and Human out of the Loop; in all scenarios ASs with defined level of autonomy are employed. One of the finding is that collective training of AS with Human out of the Loop is less influenced by defined factors of effectiveness then in the case of collective training of AS with the Human in the Loop and Human on the Loop and requires less time to repeat collective training cycles to maintain the required level of preparedness.

Název v anglickém jazyce

Training with and of Autonomous System - Modelling and Simulation Approach

Popis výsledku anglicky

Having in place a new era of operationalization of systems with certain level of autonomy has implication in the whole spectrum of military activities. Training in the military domain as one of the key pillars of preparedness of Armed Forces must adequately reflect this phenomena. The article deals with all aspects of training related to Autonomous Systems (AS) and human being (HB). Firstly terminology of trainee and trainer in the AS and HB perspective is explained. Secondly factors that influence the effectiveness of the training when AS employed are elaborated. Special focus is put on the formalization of effectiveness of collective training with and of AS in the form of differential equation and model using the level of preparedness state variable. System dynamic is employed to design a model. The model is executed in the time in three different scenarios - Human in the Loop, Human on the Loop and Human out of the Loop; in all scenarios ASs with defined level of autonomy are employed. One of the finding is that collective training of AS with Human out of the Loop is less influenced by defined factors of effectiveness then in the case of collective training of AS with the Human in the Loop and Human on the Loop and requires less time to repeat collective training cycles to maintain the required level of preparedness.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

50902 - Social sciences, interdisciplinary

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Modelling and Simulation for Autonomous Systems. MESAS 2017

ISBN

978-3-319-76071-1

ISSN

0302-9743

e-ISSN

1611-3349

Počet stran výsledku

9

Strana od-do

383-391

Název nakladatele

Springer

Místo vydání

Cham

Místo konání akce

Řím

Datum konání akce

1. 1. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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