Why Ethics Matters for Autonomous Cars
Open accessAbstract
If motor vehicles are to be truly autonomous and able to operate responsibly on our roads, they will need to replicate – or do better than – the human decision-making process. But some decisions are more than just a mechanical application of traffic laws and plotting a safe path. They seem to require a sense of ethics, and this is a notoriously difficult capability to reduce into algorithms for a computer to follow.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
It may take more than 30 seconds-and will at minimum take 2 seconds-for a human being to regain situational awareness when required to do so.
“It may take more than 30 seconds - and will at minimum take 2 seconds - for a human being to regain situational awareness when required to do so”
From When human beings are like drunk robots: Driverless vehicles, ethics, and the future of transport (2017) · cites this paper as Lin, 2015, p. 72
Section 4.1.1 says simulation experiments suggest drivers may need up to 40 seconds to regain situation awareness, supporting the possibility of more than 30 seconds. It does not establish a two-second minimum: its 1–2-second figure refers to reaction time in typical accident scenarios, not regaining situation awareness. No page number is provided in the supplied passage. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe trolley problem will inevitably arise once enough autonomous vehicles are on the roads, wherein the computer must decide who lives or dies when death is unavoidable.
“This fact explains philosophers' fascination with the question as to how autonomous vehicles should resolve this 'trolley problem' that will inevitably arise once enough autonomous vehicles are on the roads, wherein the computer must decide who lives or dies in circumstances where the death of someone is unavoidable (Lin, 2015, p. 78).”
From When human beings are like drunk robots: Driverless vehicles, ethics, and the future of transport (2017) · cites this paper as Lin, 2015
Section 4.2.4 says a trolley problem may occur with autonomous vehicles and illustrates a car choosing between actions that would kill different people. Section 4.3.2 says an accident may be unavoidable. Neither passage says such a dilemma will inevitably arise once enough vehicles are on the roads; the claim turns a possibility into a certainty. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Killing, Letting Die, and the Trolley Problem
Thomson, J. J. (1976) · The Monist · doi:10.5840/monist197659224 · Cited by 1,349 · see citing works
Responsibility for Crashes of Autonomous Vehicles: An Ethical Analysis
Hevelke, A., & Nida‐Rümelin, J. (2014) · Science and Engineering Ethics · doi:10.1007/s11948-014-9565-5 · Cited by 334 · see citing works
Inevitable collision states — a step towards safer robots?
Fraichard, T., & Asama, H. (2004) · Advanced Robotics · doi:10.1163/1568553042674662 · Cited by 326 · see citing works
Machine Ethics and Automated Vehicles
Goodall, N. J. (2014) · Lecture notes in mobility · doi:10.1007/978-3-319-05990-7_9 · Cited by 243 · see citing works
Autonomous Military Robotics: Risk, Ethics, and Design
Lin, P. K., Bekey, G. A., & Abney, K. (2008) · doi:10.21236/ada534697 · Cited by 227 · see citing works
Self-citationHuman Factors of Highly Automated Driving: Results from the EASY and CityMobil Projects
Merat, N., Jamson, H., Lai, F. C. H., & Carsten, O. (2014) · Lecture notes in mobility · doi:10.1007/978-3-319-05990-7_11 · Cited by 25 · see citing works
Flagged first, then by citations
Research works printed but not linked: 11
- Associated Press. ATM 'glitch' gives $37,000 to lucky homeless man. Daily Mail. http://www. dailymail.co.uk/news/article-2596977/ATM-glitch-gives-OVER-37-000-homeless-man-cash-re- quested-140.html (2014). Accessed 8 July 2014
- Edmonds, D.: Would You Kill the Fat Man? The Trolley Problem and What Your Answer Tells Us About Right and Wrong. Princeton University Press, Princeton (2014)
- Foot, P.: The problem of abortion and the doctrine of the double effect. Oxford Review 5, 5-15 (1967)
- Garza, A.: 'Look Ma, no hands!': wrinkles and wrecks in the age of autonomous vehicles. New England Law Review 46(3), 581-616 (2012)
- Goodall, N. J.: Ethical decision making during automated vehicle crashes. Transportation Research Record: Journal of the Transportation Research Board (forthcoming)
- Goodall, N. J.: Vehicle automation and the duty to act. In: Proceedings of the 21st World Congress on Intelligent Transport Systems, 7-11 September 2014, Detroit, Michigan (forth- coming)
- Google: The latest chapter for the self-driving car: mastering city street driving. http://googleblog. blogspot.co.at/2014/04/the-latest-chapter-for-self-driving-car.html (2014). Accessed 8 July 2014
- Gurney, J.: Sue my car, not me: products liability and accidents involving autonomous vehicles. Journal of Law, Technology and Policy 2, 247-277 (2013)
- Lin, P.: Why the drone wars matter for automated cars. Lecture presented at Proceedings in Automated Driving, Stanford Law School, 12 December 2013. http://stanford.io/1jeIQuw. Accessed 8 July 2014
- Mui, C. and Carroll, P.: Driverless Cars: Trillions Are Up For Grabs. Cornerloft Press, Seattle (2013)
- Wu, S.: Unmanned vehicles and US product liability law. Journal of Law, Information & Science 21(2), 234-254 (2012)
Cited by
Sorted by citations
Public acceptance and perception of autonomous vehicles: a comprehensive review
Othman, K. (2021) · AI and Ethics · doi:10.1007/s43681-021-00041-8 · Cited by 347 · see citing works
The Ethics of Accident-Algorithms for Self-Driving Cars: an Applied Trolley Problem?
Nyholm, S., & Smids, J. (2016) · Ethical Theory and Moral Practice · doi:10.1007/s10677-016-9745-2 · Cited by 332 · see citing works
Adnan, N., Md Nordin, S., bin Bahruddin, M. A., & Ali, M. (2018) · Transportation Research Part A: Policy and Practice · doi:10.1016/j.tra.2018.10.019 · Cited by 315 · see citing works
Nyholm, S. (2018) · Science and Engineering Ethics · doi:10.1007/s11948-017-9943-x · Cited by 242 · see citing works
Ethical Challenges of Algorithmic Journalism
Dörr, K. N., & Hollnbuchner, K. (2016) · Digital Journalism · doi:10.1080/21670811.2016.1167612 · Cited by 227 · see citing works
An Introduction to Ethics in Robotics and AI
Bartneck, C., Lütge, C., Wagner, A. R., & Welsh, S. (2020) · SpringerBriefs in ethics · doi:10.1007/978-3-030-51110-4 · Cited by 248 · see citing works
When human beings are like drunk robots: Driverless vehicles, ethics, and the future of transport
Sparrow, R., & Howard, M. (2017) · Transportation Research Part C: Emerging Technologies · doi:10.1016/j.trc.2017.04.014 · Cited by 182 · see citing works
Ethical issues in focus by the autonomous vehicles industry
Martinho, A. M., Herber, N., Kroesen, M., & Chorus, C. G. (2021) · Transport Reviews · doi:10.1080/01441647.2020.1862355 · Cited by 160 · see citing works
Faulhaber, A. K., Dittmer, A. L., Blind, F., Wächter, M. A., Timm, S., Sütfeld, L. R., Stephan, A., Pipa, G., & Peter König, B. (2018) · Science and Engineering Ethics · doi:10.1007/s11948-018-0020-x · Cited by 156 · see citing works
Algorithmic Decision-Making in AVs: Understanding Ethical and Technical Concerns for Smart Cities
Lim, H. S. M., & Taeihagh, A. (2019) · Sustainability · doi:10.3390/su11205791 · Cited by 136 · see citing works
Away from Trolley Problems and Toward Risk Management
Goodall, N. J. (2016) · Applied Artificial Intelligence · doi:10.1080/08839514.2016.1229922 · Cited by 124 · see citing works
Hajiloo, R., Abroshan, M., Khajepour, A., Kasaiezadeh, A., & Chen, S.-K. (2020) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2020.2984210 · Cited by 119 · see citing works
Incorporating Ethical Considerations Into Automated Vehicle Control
Thornton, S. M., Pan, S., Erlien, S. M., & Gerdes, J. C. (2016) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2016.2609339 · Cited by 111 · see citing works
Killing by Autonomous Vehicles and the Legal Doctrine of Necessity
de Sio, F. S. (2017) · Ethical Theory and Moral Practice · doi:10.1007/s10677-017-9780-7 · Cited by 106 · see citing works
Self-Driving Car Acceptance and the Role of Ethics
Karnouskos, S. (2018) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2018.2877307 · Cited by 105 · see citing works
The ethics of crashes with self‐driving cars: A roadmap, I
Nyholm, S. (2018) · Philosophy Compass · doi:10.1111/phc3.12507 · Cited by 95 · see citing works
Nyholm, S., & Smids, J. (2018) · Ethics and Information Technology · doi:10.1007/s10676-018-9445-9 · Cited by 91 · see citing works
Wang, H., Huang, Y., Khajepour, A., Cao, D., & Lv, C. (2020) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2020.2996954 · Cited by 92 · see citing works
The ethics of crashes with self‐driving cars: A roadmap, II
Nyholm, S. (2018) · Philosophy Compass · doi:10.1111/phc3.12506 · Cited by 85 · see citing works
Virtual assistants and self-driving cars
Lugano, G. (2017) · International Conference on ITS Telecommunications · doi:10.1109/itst.2017.7972192 · Cited by 85 · see citing works
Responsibility and the Moral Phenomenology of Using Self-Driving Cars
Coeckelbergh, M. (2016) · Applied Artificial Intelligence · doi:10.1080/08839514.2016.1229759 · Cited by 83 · see citing works
Automotive Software in Connected and Autonomous Electric Vehicles: A Review
Vdović, H., Babić, J., & Podobnik, V. (2019) · IEEE Access · doi:10.1109/access.2019.2953568 · Cited by 83 · see citing works
Nikitas, A., Njoya, E. T., & Dani, S. (2019) · International Journal of Automotive Technology and Management · doi:10.1504/ijatm.2019.098513 · Cited by 83 · see citing works
Making moral machines: why we need artificial moral agents
Formosa, P., & Ryan, M. (2020) · AI & Society · doi:10.1007/s00146-020-01089-6 · Cited by 71 · see citing works
Capable but Amoral? Comparing AI and Human Expert Collaboration in Ethical Decision Making
Tolmeijer, S., Christen, M., Kandul, S., Kneer, M., & Bernstein, A. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517732 · Cited by 70 · see citing works
Kallioinen, N., Pershina, M., Zeiser, J., Nezami, F. N., Pipa, G., Stephan, A., & Peter König, B. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.02415 · Cited by 63 · see citing works
Rhim, J., Lee, J., Chen, M., & Lim, A. (2021) · Frontiers in Robotics and AI · doi:10.3389/frobt.2021.632394 · Cited by 55 · see citing works
Irresponsibilities, inequalities and injustice for autonomous vehicles
Liu, H.-Y. (2017) · Ethics and Information Technology · doi:10.1007/s10676-017-9436-2 · Cited by 48 · see citing works
Can we program or train robots to be good?
SHARKEY, A. J. C. (2017) · Ethics and Information Technology · doi:10.1007/s10676-017-9425-5 · Cited by 45 · see citing works
de Sio, F. S. (2021) · Ethics and Information Technology · doi:10.1007/s10676-021-09609-8 · Cited by 45 · see citing works
Meder, B., Fleischhut, N., Krumnau, N., & Waldmann, M. R. (2018) · Risk Analysis · doi:10.1111/risa.13178 · Cited by 42 · see citing works
The Societal Implications of Deep Reinforcement Learning
Whittlestone, J., Arulkumaran, K., & Crosby, M. (2021) · Journal of Artificial Intelligence Research · doi:10.1613/jair.1.12360 · Cited by 43 · see citing works
Towards Achieving Trust Through Transparency and Ethics
Kwan, D., Cysneiros, L. M., & Leite, J. C. S. D. P. (2021) · IEEE International Requirements Engineering Conference (RE) · doi:10.1109/re51729.2021.00015 · Cited by 38 · see citing works
Cunneen, M., Mullins, M., Murphy, F., & Gaines, S. (2018) · Applied Artificial Intelligence · doi:10.1080/08839514.2018.1560124 · Cited by 37 · see citing works
Safety requirements vs. crashing ethically: what matters most for policies on autonomous vehicles
Lundgren, B. (2020) · AI & Society · doi:10.1007/s00146-020-00964-6 · Cited by 35 · see citing works
Fair navigation planning: A resource for characterizing and designing fairness in mobile robots
Brandão, M., Jirotka, M., Webb, H., & Luff, P. (2020) · Artificial Intelligence · doi:10.1016/j.artint.2020.103259 · Cited by 35 · see citing works
Realising Meaningful Human Control Over Automated Driving Systems: A Multidisciplinary Approach
de Sio, F. S., Mecacci, G., Calvert, S. C., Heikoop, D. D., Hagenzieker, M., & van Arem, B. (2022) · Minds and Machines · doi:10.1007/s11023-022-09608-8 · Cited by 31 · see citing works
Urban robotics: Towards responsible innovations for our cities
Salvini, P. (2017) · Robotics and Autonomous Systems · doi:10.1016/j.robot.2017.03.007 · Cited by 32 · see citing works
Turienzo, J., Cabanelas, P., & Lampón, J. F. (2022) · SAGE Open · doi:10.1177/21582440211069145 · Cited by 32 · see citing works
Instilling moral value alignment by means of multi-objective reinforcement learning
Rodríguez-Soto, M., Serramia, M., López-Sánchez, M., & Rodríguez-Aguilar, J. A. (2022) · Ethics and Information Technology · doi:10.1007/s10676-022-09635-0 · Cited by 32 · see citing works
Influencing Factors of Driving Decision-Making Under the Moral Dilemma
Li, S., Zhang, J., Li, P., Wang, Y., & Wang, Q. (2019) · IEEE Access · doi:10.1109/access.2019.2932043 · Cited by 32 · see citing works
“I’m afraid I can’t let you do that, Doctor”: meaningful disagreements with AI in medical contexts
Kempt, H., Heilinger, J.-C., & Nagel, S. K. (2023) · AI & SOCIETY · doi:10.1007/s00146-022-01418-x · Cited by 31 · see citing works
Non-Functional Requirements Orienting the Development of Socially Responsible Software
Cysneiros, L. M., & Leite, J. C. S. D. P. (2020) · Lecture notes in business information processing · doi:10.1007/978-3-030-49418-6_23 · Cited by 30 · see citing works
The role of utilitarianism, self-safety, and technology in the acceptance of self-driving cars
Karnouskos, S. (2020) · Cognition Technology & Work · doi:10.1007/s10111-020-00649-6 · Cited by 31 · see citing works
Asmika, B., Mounika, G., & Rani, P. S. (2021) · International Conference on Intelligent Technologies (CONIT) · doi:10.1109/conit51480.2021.9498342 · Cited by 28 · see citing works
Osório, A. M. M., & Pinto, A. A. (2019) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2019.05.003 · Cited by 28 · see citing works
Ethical Considerations and Social Impact of AI and Computational Intelligence in Society 5.0
Tariq, M. U., & Sergio, R. P. (2024) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3693-4326-5.ch010 · Cited by 26 · see citing works
Trolled by the Trolley Problem
Mirnig, A. G., & Meschtscherjakov, A. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300739 · Cited by 26 · see citing works
A neo-aristotelian perspective on the need for artificial moral agents (AMAs)
Sisón, A. J. G., & Redín, D. M. (2021) · AI & Society · doi:10.1007/s00146-021-01283-0 · Cited by 25 · see citing works
Lütge, C., Poszler, F., Acosta, A. J., Danks, D. J., Gottehrer, G., Mihet‐Popa, L., & Naseer, A. (2020) · International Journal of Technoethics · doi:10.4018/ijt.20210101.oa2 · Cited by 24 · see citing works
Multi-Objective Reinforcement Learning for Designing Ethical Environments
Rodríguez-Soto, M., López-Sánchez, M., & Rodríguez-Aguilar, J. A. (2021) · International Joint Conference on Artificial Intelligence · doi:10.24963/ijcai.2021/76 · Cited by 23 · see citing works
Dunbar, J., Gilbert, J. E., & Lewis, B. (2020) · Journal of Safety Research · doi:10.1016/j.jsr.2020.04.006 · Cited by 22 · see citing works
The Ethics of Automated Vehicles: Why Self-driving Cars Should not Swerve in Dilemma Cases
Lawlor, R. (2021) · Res Publica · doi:10.1007/s11158-021-09519-y · Cited by 21 · see citing works
Ahmed, H., & La, H. M. (2020) · International Journal of Social Robotics · doi:10.1007/s12369-020-00636-x · Cited by 19 · see citing works
The epistemic opacity of autonomous systems and the ethical consequences
Héder, M. (2020) · AI & Society · doi:10.1007/s00146-020-01024-9 · Cited by 18 · see citing works
Calvert, S. C., & Mecacci, G. (2020) · IEEE Open Journal of Intelligent Transportation Systems · doi:10.1109/ojits.2020.3021461 · Cited by 17 · see citing works
Introducing autonomous driving: an overview of safety challenges and market introduction strategies
Winner, H. (2018) · at - Automatisierungstechnik · doi:10.1515/auto-2017-0106 · Cited by 17 · see citing works
The Relativistic Car: Applying Metaethics to the Debate about Self-Driving Vehicles
Pölzler, T. (2021) · Ethical Theory and Moral Practice · doi:10.1007/s10677-021-10190-8 · Cited by 16 · see citing works
A safety-case approach to the ethics of autonomous vehicles
Menon, C., & Alexander, R. (2019) · Safety and Reliability · doi:10.1080/09617353.2019.1697918 · Cited by 16 · see citing works
Packin, N. G. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3724556 · Cited by 16 · see citing works
On Creative Self-Driving Cars: Hire the Computational Logicians, Fast
Bringsjord, S., & Sen, A. (2016) · Applied Artificial Intelligence · doi:10.1080/08839514.2016.1229906 · Cited by 15 · see citing works
Modelling Ethical Algorithms in Autonomous Vehicles Using Crash Data
Robinson, P., Sun, L. T., Furey, H., Jenkins, R., Phillips, C. R. M., Powers, T. M., Ritterson, R. S., Xie, Y., Casagrande, R. J., & Evans, N. G. (2021) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2021.3072792 · Cited by 15 · see citing works
Moral dilemmas for moral machines
LaCroix, T. (2022) · AI and Ethics · doi:10.1007/s43681-022-00134-y · Cited by 15 · see citing works
Namgung, H., Chikaraishi, M., & Fujiwara, A. (2023) · Transportation Research Part A Policy and Practice · doi:10.1016/j.tra.2023.103695 · Cited by 13 · see citing works
The transformation of mobility in Europe: Technological change and social conditionings
Turienzo, J., Cabanelas, P., Lampón, J. F., & Parkhurst, G. P. (2024) · Travel Behaviour and Society · doi:10.1016/j.tbs.2024.100907 · Cited by 13 · see citing works
Metaethical perspectives on ‘benchmarking’ AI ethics
LaCroix, T., & Luccioni, A. S. (2025) · AI and Ethics · doi:10.1007/s43681-025-00703-x · Cited by 16 · see citing works
The criminal responsibility of artificial intelligence systems: A prospective analytical study
Ellamey, Y. M., & Elwakad, A. (2023) · Corporate Law & Governance Review · doi:10.22495/clgrv5i1p8 · Cited by 11 · see citing works
Grahle, A., Song, Y.-W., Brüske, K., Bender, B., & Göhlich, D. (2020) · Proceedings of the Design Society DESIGN Conference · doi:10.1017/dsd.2020.100 · Cited by 11 · see citing works
Model-to-Decision Approach for Autonomous Vehicle Convoy Collision Ethics
Pickering, J. E., Ashman, P., Gilbert, A., Petrov́ić, D., Warwick, K., & Burnham, K. J. (2018) · UKACC International Conference on Control · doi:10.1109/control.2018.8516846 · Cited by 11 · see citing works
Smith, B. W. (2017) · doi:10.37419/lr.v4.i2.2 · Cited by 11 · see citing works
Ethical machine decisions and the input-selection problem
Lundgren, B. (2021) · Synthese · doi:10.1007/s11229-021-03296-0 · Cited by 10 · see citing works
The Ethical Dilemma When (Not) Setting up Cost-Based Decision Rules in Semantic Segmentation
Chan, R., Rottmann, M., Dardashti, R., Hüger, F., Schlicht, P., & Gottschalk, H. (2019) · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · doi:10.1109/cvprw.2019.00180 · Cited by 10 · see citing works
The National Robotics Initiative: A Five-Year Retrospective
Hicks, D., & Simmons, R. G. (2019) · IEEE Robotics & Automation Magazine · doi:10.1109/mra.2019.2912860 · Cited by 10 · see citing works
Lewis, D. A., Modirzadeh, N. K., & Blum, G. (2016) · doi:10.54813/fltl8789 · Cited by 10 · see citing works
Artificial Intelligence, Ethics of
Nyholm, S. (2022) · Springer eBooks · doi:10.1007/978-94-007-6730-0_1093-1 · Cited by 10 · see citing works
The Human Element in Autonomous Vehicles
Dunbar, J., & Gilbert, J. E. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-58475-1_26 · Cited by 9 · see citing works
The Digital Revolution and Covid-19Preprint
Giordani, P. E., & Rullani, F. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3725851 · Cited by 9 · see citing works
Artificial Intelligence, Ethics of
Nyholm, S. (2023) · Springer eBooks · doi:10.1007/978-94-007-6519-1_1093 · Cited by 9 · see citing works
Ethical AI: Towards Defining a Collective Evaluation Framework
Sharma, A. K., Kyosev, D., & Kunkel, J. M. (2025) · IEEE Annual International Computer Software and Applications Conference (COMPSAC) · doi:10.1109/compsac65507.2025.00344 · Cited by 8 · see citing works
Autonomes Fahren aus Sicht der Maschinenethik
Brändle, C., & Grünwald, A. (2019) · Springer eBooks · doi:10.1007/978-3-658-17483-5_18 · Cited by 8 · see citing works
The Unfounded Bias Against Autonomous Weapons Systems
Dombrovszki, Á. (2021) · Információs Társadalom · doi:10.22503/inftars.xxi.2021.2.2 · Cited by 8 · see citing works
Simulating Crowds and Autonomous Vehicles
Charlton, J., Gonzalez, L. R. M., Maddock, S., & Richmond, P. (2020) · Lecture notes in computer science · doi:10.1007/978-3-662-61983-4_8 · Cited by 8 · see citing works
An Evaluation Schema for the Ethical Use of Autonomous Robotic Systems in Security ApplicationsPreprint
Christen, M., Burri, T., Chapa, J. O., Salvi, R., de Sio, F. S., & Sullins, J. P. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.3063617 · Cited by 8 · see citing works
Maschinenethik und Technikethik
Weber, K., & Zoglauer, T. (2019) · Springer eBooks · doi:10.1007/978-3-658-17483-5_10 · Cited by 7 · see citing works
JURI SAYS: An Automatic Judgement Prediction System for the European Court of Human Rights
Medvedeva, M., Xu, X., Wieling, M. B., & Vols, M. (2020) · Frontiers in artificial intelligence and applications · doi:10.3233/faia200883 · Cited by 8 · see citing works
Verisimilar Percept Sequences Tests for Autonomous Driving Intelligent Agent Assessment
Watanabe, T., & Wolf, D. F. (2018) · Latin American Robotics Symposium, Brazilian Symposium on Robotics and Workshop on Robotics in Education (LARS/SBR/WRE) · doi:10.1109/lars/sbr/wre.2018.00048 · Cited by 6 · see citing works
Regulation and the Risk of Inaction
Smith, B. W. (2016) · Springer eBooks · doi:10.1007/978-3-662-48847-8_27 · Cited by 6 · see citing works
Challenges for Creating Driver Overriding Mechanisms
Maurer, S., Rukzio, E., & Erbach, R. (2017) · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · doi:10.1145/3131726.3131764 · Cited by 6 · see citing works
“Do You Want to Drive Together?” - A Use Case Analysis on Cooperative, Automated Driving.
Malve, B., Peintner, J. B., Sadeghian, S., & Riener, A. (2023) · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · doi:10.1145/3581961.3609871 · Cited by 5 · see citing works
Pekmez, T. K. (2018) · Journal of Penal Law and Criminology / Ceza Hukuku ve Kriminoloji Dergisi · doi:10.26650/jplc2018-0004 · Cited by 5 · see citing works
Unavoidable Collisions. The Automation of Moral Judgment
Fossa, F. (2023) · Studies in applied philosophy, epistemology and rational ethics · doi:10.1007/978-3-031-22982-4_4 · Cited by 5 · see citing works
PT-ResNet: Perspective Transformation-Based Residual Network for Semantic Road Image Segmentation
Fan, R., Wang, Y., Qiao, L., Yao, R., Han, P., Zhang, W., Pitas, I., & Liu, M. (2019) · IEEE International Conference on Imaging Systems and Techniques (IST) · doi:10.1109/ist48021.2019.9010501 · Cited by 5 · see citing works
The Safety Paradox of Self-Driving Cars
Lee, Y. J., & Park, J. (2022) · ASIA MARKETING JOURNAL · doi:10.53728/2765-6500.1579 · Cited by 4 · see citing works
Autonomous Vehicles, Business Ethics, and Risk Distribution in Hybrid Traffic
Berkey, B. (2022) · doi:10.1093/oso/9780197639191.003.0013 · Cited by 4 · see citing works
Trolleys and Autonomous Vehicles
Behrends, J., & Basl, J. (2022) · doi:10.1093/oso/9780197639191.003.0004 · Cited by 4 · see citing works
Maschinenethik und Technikethik
Weber, K., & Zoglauer, T. (2018) · Springer eBooks · doi:10.1007/978-3-658-17484-2_10-1 · Cited by 4 · see citing works
Ibrahimi, M., Masso, A., Kesselring, S., Lobanova, K., & Newman-Griffis, D. R. (2026) · AI & Society · doi:10.1007/s00146-026-02939-5 · Cited by 3 · see citing works
Kim, T. (2021) · Kritike An Online Journal of Philosophy · doi:10.25138/14.3.a2 · Cited by 3 · see citing works
Ethical decision-making responsibility in Canadian autonomous vehicle policies
Mokrian, K., & Schuelke‐Leech, B. (2021) · IEEE International Symposium on Technology and Society (ISTAS) · doi:10.1109/istas52410.2021.9629123 · Cited by 3 · see citing works
Distributive Justice, Institutionalism, and Autonomous Vehicles
Smith, P. T. (2022) · doi:10.1093/oso/9780197639191.003.0017 · Cited by 3 · see citing works
- Authors
- Lin, P.
- Affiliations
- California Polytechnic State University (US)
- Corresponding author
- Lin, Patrick
- ORCID
- Lin, Patrick
- Venue
- Autonomes Fahren
- Publisher
- Springer Berlin Heidelberg
- Published
- 2015
- Pages
- 69-85
- OpenAlex
- W4238827160
- Cited by
- 189
- References
- 6
- Citations by year
- 2026: 4 · 2025: 11 · 2024: 12 · 2023: 42 · 2022: 22 · 2021: 20 · 2020: 23 · 2019: 17 · 2018: 18 · 2017: 12 · 2016: 8
- FWCI
- 35.10
- Type
- book chapter
- Language
- de
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Springer eBooks (publishedVersion, cc-by-nc)
- Topics
- Physical Sciences › Engineering › Automotive Engineering › Autonomous Vehicle Technology and Safety
- Social Sciences › Safety Research › Ethics and Social Impacts of AI
- Social Sciences › Arts and Humanities › Philosophy › Philosophical Ethics and Theory
- Keywords
- autonomous vehicles, ethics, ethical decision-making, algorithmic decision-making, human drivers, traffic law, road safety, machine ethics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review