Consequences of an Analysis Using Biblical Analogies for Automated Vehicle Control Design

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dc.coverageSTUDIA UBB THEOL. REF. TRANSYLV., Volume 67 (LXVII), No. 2, December 2022, pp. 29-56, DOI: 10.24193/subbtref.67.2.02en-US
dc.creatorNÉMETH, Balázs
dc.date2022-12-30
dc.date.accessioned2026-02-21T21:32:53Z
dc.descriptionThe paper proposes an analysis of learning-based approaches for automated vehicle control systems from an ethical viewpoint. An analysis using analogies between selected biblical texts and operation concepts of learning-based approaches is per-formed. Thus, analogies for supervised, unsupervised, and reinforcement learning-based approaches are created. Through the analogies, the root of the automatic control design problems, i.e. forming objective functions, on a theological level is explored. The analysis leads to three consequences, which are related to the difficulty of forming control objective, the difficulty of considering human objectives in control, and the necessity of viewing systems in all their complexity. The paper proposes the application of the consequences in an illustrative route selection vehicle control example. A multi-layer control concept involving the consequences of the analysis is proposed, with which some ethical challenges of the selected control problem can be handled.en-US
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dc.identifierhttps://studia.reviste.ubbcluj.ro/index.php/subbtheologiareformata/article/view/2926
dc.identifier10.24193/subbtref.67.2.02
dc.identifier.urihttps://hdl.handle.net/20.500.14637/2549
dc.languageeng
dc.publisherBabeș-Bolyai University / Cluj University Pressen-US
dc.relationhttps://studia.reviste.ubbcluj.ro/index.php/subbtheologiareformata/article/view/2926/2816
dc.rightsCopyright (c) 2022 Studia Universitatis Babeș-Bolyai Theologia Reformata Transylvanicaen-US
dc.rightshttps://creativecommons.org/licenses/by-nc-nd/4.0en-US
dc.sourceStudia Universitatis Babes-Bolyai Theologia Reformata Transylvanica; Volume 67, No. 2, 2022; 29-56en-US
dc.source2065-9482
dc.source1582-5418
dc.source10.24193/10.24193/subbtref.67.2
dc.subjectbiblical analogies, automated vehicle control, ethical challenges, machine learningen-US
dc.titleConsequences of an Analysis Using Biblical Analogies for Automated Vehicle Control Designen-US
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion
dc.typePeer-reviewed Articleen-US
dc.typetexten-US

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