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This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Article
The Use of ACT-R to Develop an Attention Model for Simple Driving Tasks
Author(s)
Kerstin Sophie Haring, Katsumi Watanabe
Marco Ragni
Lars Konieczny
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DOI:10.17265/2159-5542/2013.04.002
Affiliation(s)
The University of Tokyo, Tokyo, Japan
Akademischer Rat, Freiburg, Germany
The University of Freiburg, Freiburg, Germany
ABSTRACT
Driving
a car is obviously a complex task and the construction of an ACT-R (adaptive
control of thought—rational) model of human attention while performing this
task is similarly complex along multiple dimensions and presents a challenge to
architecture and modeler. This work is a first attempt to develop an integrated
driver model of attention in the cognitive architecture ACT-R. The model is
able to keep a traffic lane and identify traffic signs and crossroads in a sparse and simulated environment.
KEYWORDS
driver behavior model, cognitive architecture, ACT-R (adaptive control of thought—rational), attention
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