dc.contributor.author | Li, Jingyue | |
dc.contributor.author | Zhang, Jin | |
dc.contributor.author | Kaloudi, Nektaria | |
dc.date.accessioned | 2019-02-14T12:01:06Z | |
dc.date.available | 2019-02-14T12:01:06Z | |
dc.date.created | 2018-09-12T18:00:56Z | |
dc.date.issued | 2018 | |
dc.identifier.citation | Lecture Notes in Computer Science. 2018, 11094 LNCS 473-480. | nb_NO |
dc.identifier.issn | 0302-9743 | |
dc.identifier.uri | http://hdl.handle.net/11250/2585444 | |
dc.description.abstract | Many companies are studying autonomous vehicles. One trend in the development of control algorithms for autonomous vehicles is the use of deep-learning approaches. The general idea is to simulate a human driver’s decision-making and behavior in various scenarios without necessarily knowing why the decision is made. In this position paper, we first argue that traditional safety analysis methods need to be extended to verify deep-learning-based autonomous vehicles. Then, we propose borrowing ideas from the process of issuing driving licenses to human drivers to verify autonomous vehicles. Verification of autonomous vehicles could focus on sufficient training as well as mental and physical health checks. Based on this position, we list several challenges that need to be addressed. | nb_NO |
dc.language.iso | eng | nb_NO |
dc.publisher | Springer Verlag | nb_NO |
dc.title | Could We Issue Driving Licenses to Autonomous Vehicles? | nb_NO |
dc.title.alternative | Could We Issue Driving Licenses to Autonomous Vehicles? | nb_NO |
dc.type | Journal article | nb_NO |
dc.type | Peer reviewed | nb_NO |
dc.description.version | acceptedVersion | nb_NO |
dc.source.pagenumber | 473-480 | nb_NO |
dc.source.volume | 11094 LNCS | nb_NO |
dc.source.journal | Lecture Notes in Computer Science | nb_NO |
dc.identifier.doi | 10.1007/978-3-319-99229-7_41 | |
dc.identifier.cristin | 1608985 | |
dc.relation.project | Norges forskningsråd: 267860 | nb_NO |
dc.description.localcode | This is a post-peer-review, pre-copyedit version of an article published in [ Lecture Notes in Computer Science] Locked until 21.8.2019 due to copyright restrictions. The final authenticated version is available online at: https://doi.org/10.1007/978-3-319-99229-7_41 | nb_NO |
cristin.unitcode | 194,63,10,0 | |
cristin.unitname | Institutt for datateknologi og informatikk | |
cristin.ispublished | true | |
cristin.fulltext | original | |
cristin.qualitycode | 1 | |