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Li, Nan; Oyler, Dave; Zhang, Mengxuan; Yildiz, Yildiray; Girard, Anouck; Kohnanovsky, Ilya
{ "URL": "https://aperta.ulakbim.gov.tr/record/57969", "abstract": "A hierarchical game theoretic decision making framework is exploited to model driver decisions and interactions in traffic. In this paper, we apply this framework to develop a simulator to evaluate various existing autonomous driving algorithms. Specifically, two algorithms, based on Stackel-berg policies and decision trees, are quantitatively compared in a traffic scenario where all the human-driven vehicles are modeled using the presented game theoretic approach.", "author": [ { "family": "Li", "given": " Nan" }, { "family": "Oyler", "given": " Dave" }, { "family": "Zhang", "given": " Mengxuan" }, { "family": "Yildiz", "given": " Yildiray" }, { "family": "Girard", "given": " Anouck" }, { "family": "Kohnanovsky", "given": " Ilya" } ], "id": "57969", "issued": { "date-parts": [ [ 2016, 1, 1 ] ] }, "title": "Hierarchical Reasoning Game Theory Based Approach for Evaluation and Testing of Autonomous Vehicle Control Systems", "type": "paper-conference" }
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