{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T14:59:06Z","timestamp":1786978746577,"version":"build-2736575974"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030521516","type":"print"},{"value":"9783030521523","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-52152-3_21","type":"book-chapter","created":{"date-parts":[[2020,7,6]],"date-time":"2020-07-06T05:03:55Z","timestamp":1594011835000},"page":"205-215","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Towards AGI Agent Safety by Iteratively Improving the Utility Function"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9481-3915","authenticated-orcid":false,"given":"Koen","family":"Holtman","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2020,7,6]]},"reference":[{"key":"21_CR1","unstructured":"Armstrong, S.: Motivated value selection for artificial agents. In: Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence (2015)"},{"key":"21_CR2","unstructured":"Armstrong, S., O\u2019Rourke, X.: \u2018Indifference\u2019 methods for managing agent rewards. \narXiv:1712.06365\n\n (2017)"},{"issue":"1","key":"21_CR3","first-page":"1","volume":"11","author":"C Boutilier","year":"1999","unstructured":"Boutilier, C., Dean, T., Hanks, S.: Decision-theoretic planning: structural assumptions and computational leverage. J. Artif. Int. Res. 11(1), 1\u201394 (1999)","journal-title":"J. Artif. Int. Res."},{"key":"21_CR4","unstructured":"Carey, R., Langlois, E., Everitt, T., Legg, S.: The incentives that shape behaviour. \narXiv:2001.07118\n\n (2020)"},{"key":"21_CR5","unstructured":"Everitt, T., Hutter, M.: Reward tampering problems and solutions in reinforcement learning: a causal influence diagram perspective. \narXiv:1908.04734\n\n (2019)"},{"key":"21_CR6","unstructured":"Everitt, T., Kumar, R., Krakovna, V., Legg, S.: Modeling AGI safety frameworks with causal influence diagrams. \narXiv:1906.08663\n\n (2019)"},{"key":"21_CR7","doi-asserted-by":"crossref","unstructured":"Hadfield-Menell, D., Dragan, A., Abbeel, P., Russell, S.: The off-switch game. In: Workshops at the Thirty-First AAAI Conference on Artificial Intelligence (2017)","DOI":"10.24963\/ijcai.2017\/32"},{"key":"21_CR8","unstructured":"Holtman, K.: Corrigibility with utility preservation. \narXiv:1908.01695\n\n (2019)"},{"key":"21_CR9","doi-asserted-by":"crossref","unstructured":"Holtman, K.: Towards AGI agent safety by iteratively improving the utility function: proofs, models, and reality. Preprint on arXiv (2020)","DOI":"10.1007\/978-3-030-52152-3_21"},{"key":"21_CR10","unstructured":"Omohundro, S.M.: The basic AI drives. In: AGI, vol. 171, pp. 483\u2013492 (2008)"},{"key":"21_CR11","first-page":"431","volume-title":"Heuristics, Probability, and Causality: A Tribute to Judea Pearl","author":"R Shachter","year":"2010","unstructured":"Shachter, R., Heckerman, D.: Pearl causality and the value of control. In: Dechter, R., Geffner, H., Halpern, J.Y. (eds.) Heuristics, Probability, and Causality: A Tribute to Judea Pearl, pp. 431\u2013447. College Publications, London (2010)"},{"key":"21_CR12","unstructured":"Soares, N., Fallenstein, B., Armstrong, S., Yudkowsky, E.: Corrigibility. In: Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence (2015)"}],"container-title":["Lecture Notes in Computer Science","Artificial General Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-52152-3_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,7,8]],"date-time":"2020-07-08T12:07:40Z","timestamp":1594210060000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-52152-3_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030521516","9783030521523"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-52152-3_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"6 July 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AGI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial General Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"St. Petersburg","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Russia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"agi2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/agi-conf.org\/2020\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"60","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"30","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"8","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"50% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.7","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The Program Committee decided to accept 22 long papers for oral presentation and 17 papers for a poster presentation. One author did not hand in his final paper.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}