Analysis of a Game Theory-based Model of Vehicle- Pedestrian Interaction at Uncontrolled Crosswalks (CROSBI ID 695046)
Prilog sa skupa u zborniku | sažetak izlaganja sa skupa | međunarodna recenzija
Podaci o odgovornosti
Škugor, Branimir ; Topić, Jakov ; Deur, Joško ; Ivanović, Vladimir ; Tseng, Eric
engleski
Analysis of a Game Theory-based Model of Vehicle- Pedestrian Interaction at Uncontrolled Crosswalks
The paper deals with a detailed analysis of a game theory-based vehicle-pedestrian interaction model adopted from literature. For the sake of simplicity only single-vehicle/single-pedestrian model is considered. The adopted model is extended with a stochastic component that accounts for variability in pedestrian/driver behaviors and influence of multi-agent environment. The model is generalized for scenarios where pedestrian appears at different distances relative to crosswalk. The analysis study is organized as follows. First, an off-line analysis of model-derived probability distributions and corresponding crossing decisions is conducted to gain initial insights. Next, large-scale simulations of the model are conducted for a wide set of randomly generated initial conditions and stochastic component tunings. Finally, the obtained simulation results are analyzed and discussed.
modeling, game theory, simulation, analysis, vehicle-pedestrian interaction, uncontrolled crosswalks
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Podaci o prilogu
1-8.
2020.
objavljeno
Podaci o matičnoj publikaciji
Podaci o skupu
International Conference on Smart Systems and Technologies 2020 (SST 2020)
predavanje
14.10.2020-16.10.2020
Osijek, Hrvatska