Cussat-Blanc, Sylvain, Disset, Jean and Sanchez, Stéphane (2016) Dangerousness Metric for Gene Regulated Car Driving. In: 19th European Conference on the Applications of Evolutionary Computation (EvoApplications 2016), part of EvoStar 2016, 30 March 2016 - 1 April 2016, Porto, Portugal.

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In this paper, we show how a dangerousness metric can be used to modify the input of a gene regulatory network when plugged to a virtual car. In the context of the 2015 Simulated Car Racing Championship organized during GECCO 2015, we have developed a new cartography methodology able to inform the controller of the car about the incoming complexity of the track: turns (slipperiness, angle, etc.) and bumps. We show how this dangerousness metric improves the results of our controller and outperforms other approaches on the tracks used in the competition.

Item Type: Conference or Workshop Item (Paper)
Date: 2016
Uncontrolled Keywords: Gene regulatory network - Virtual car racing - Dangerousness measure
Divisions: Institut de Recherche en Informatique de Toulouse
Site: UT1
Date Deposited: 22 Feb 2019 14:28
Last Modified: 02 Apr 2021 15:59
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