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dc.contributor.authorYu, Hanen_US
dc.contributor.authorShen, Zhiqien_US
dc.contributor.authorMiao, Chunyanen_US
dc.contributor.authorLeung, Cyrilen_US
dc.contributor.authorLesser, Victor Richarden_US
dc.contributor.authorYang, Qiangen_US
dc.identifier.citationYu, H., Shen, Z., Miao, C., Leung, C., Lesser, V. R., & Yang, Q. (2018). Building ethics into artificial intelligence. IJCAI'18: Proceedings of the 27th International Joint Conference on Artificial Intelligence, 5527-5533.en_US
dc.description.abstractAs artificial intelligence (AI) systems become increasingly ubiquitous, the topic of AI governance for ethical decision-making by AI has captured public imagination. Within the AI research community, this topic remains less familiar to many researchers. In this paper, we complement existing surveys, which largely focused on the psychological, social and legal discussions of the topic, with an analysis of recent advances in technical solutions for AI governance. By reviewing publications in leading AI conferences including AAAI, AAMAS, ECAI and IJCAI, we propose a taxonomy which divides the field into four areas: 1) exploring ethical dilemmas; 2) individual ethical decision frameworks; 3) collective ethical decision frameworks; and 4) ethics in human-AI interactions. We highlight the intuitions and key techniques used in each approach, and discuss promising future research directions towards successful integration of ethical AI systems into human societies.en_US
dc.description.sponsorshipNRF (Natl Research Foundation, S’pore)en_US
dc.description.sponsorshipMOE (Min. of Education, S’pore)en_US
dc.description.sponsorshipMOH (Min. of Health, S’pore)en_US
dc.rights© 2018 International Joint Conferences on Artificial Intelligence. All rights reserved. This paper was published in IJCAI'18: Proceedings of the 27th International Joint Conference on Artificial Intelligence and is made available with permission of International Joint Conferences on Artificial Intelligence.en_US
dc.subjectEngineering::Computer science and engineeringen_US
dc.titleBuilding ethics into artificial intelligenceen_US
dc.typeConference Paperen
dc.contributor.schoolSchool of Computer Science and Engineeringen_US
dc.contributor.conferenceIJCAI'18: Proceedings of the 27th International Joint Conference on Artificial Intelligenceen_US
dc.contributor.organizationLILY Research Centreen_US
dc.contributor.organizationAlibaba-NTU Singapore Joint Research Instituteen_US
dc.description.versionAccepted versionen_US
dc.subject.keywordsArtificial Intelligenceen_US
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