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Implementation of cognitive driver models in microscopic traffic simulations

: Cristea, Roland; Rulewitz, Stefan; Radusch, Ilja; Hübner, Karl; Schünemann, Björn

European Alliance for Innovation -EAI-, Gent; Association for Computing Machinery -ACM-; Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering -ICST-, Brussels:
SIMUTOOLS 2016, 9th EAI International Conference on Simulation Tools and Techniques. Proceedings : Prague, Czech Republic, August 22 - 24, 2016
Brüssel: ICST, 2016
ISBN: 978-1-63190-120-1
International Conference on Simulation Tools and Techniques (SIMUTOOLS) <9, 2016, Prague>
Conference Paper
Fraunhofer FOKUS ()

In order to perform microscopic traffic simulations as realistically as possible, a detailed modelling of each individual driver is essential. Currently established microscopic traffic simulators follow a rather static approach to model the driver's behaviour. Individual emotional influences and temporarily occurring distracting factors are heavy to implement in the established state-of-the-art microscopic traffic simulators. This paper proposes a solution how emotional influences and distracting factors can be integrated in established traffic simulation tools. For this purpose, robot-learning approaches are adapted to model the emotional state of vehicle drivers. In the end of this work, a proof of concept is done to illustrate the strength of the developed approach.