{"id":"https://openalex.org/W2963149119","doi":"https://doi.org/10.1145/3278721.3278736","title":"Rationalization","display_name":"Rationalization","publication_year":2018,"publication_date":"2018-12-27","ids":{"openalex":"https://openalex.org/W2963149119","doi":"https://doi.org/10.1145/3278721.3278736","mag":"2963149119"},"language":"en","primary_location":{"id":"doi:10.1145/3278721.3278736","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278721.3278736","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278721.3278736","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3278721.3278736","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010875544","display_name":"Upol Ehsan","orcid":"https://orcid.org/0000-0002-4911-0409"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Upol Ehsan","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047163199","display_name":"Brent Harrison","orcid":"https://orcid.org/0000-0002-1301-5928"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brent Harrison","raw_affiliation_strings":["University of Kentucky, Lexington, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Kentucky, Lexington, KY, USA","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088617975","display_name":"Larry Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Larry Chan","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061883150","display_name":"Mark Riedl","orcid":"https://orcid.org/0000-0001-5283-6588"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark O. Riedl","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.2926,"has_fulltext":true,"cited_by_count":104,"citation_normalized_percentile":{"value":0.98273502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rationalization","display_name":"Rationalization (economics)","score":0.9529894590377808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7115681171417236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5426197648048401},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.49817872047424316},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4971649944782257},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.43160104751586914},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38031676411628723},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.11605256795883179}],"concepts":[{"id":"https://openalex.org/C52438962","wikidata":"https://www.wikidata.org/wiki/Q1555139","display_name":"Rationalization (economics)","level":2,"score":0.9529894590377808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7115681171417236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5426197648048401},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.49817872047424316},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4971649944782257},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.43160104751586914},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38031676411628723},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11605256795883179},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3278721.3278736","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278721.3278736","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278721.3278736","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3278721.3278736","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3278721.3278736","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3278721.3278736","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7703795895","display_name":null,"funder_award_id":"N00014-17-1-2373","funder_id":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global"}],"funders":[{"id":"https://openalex.org/F4320338298","display_name":"Office of Naval Research Global","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963149119.pdf","grobid_xml":"https://content.openalex.org/works/W2963149119.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1509119367","https://openalex.org/W1557517019","https://openalex.org/W1585983533","https://openalex.org/W1825675169","https://openalex.org/W1849277567","https://openalex.org/W2101105183","https://openalex.org/W2113362740","https://openalex.org/W2116104206","https://openalex.org/W2125259630","https://openalex.org/W2135583756","https://openalex.org/W2145339207","https://openalex.org/W2164128966","https://openalex.org/W2282821441","https://openalex.org/W2342281051","https://openalex.org/W2394669110","https://openalex.org/W2497682501","https://openalex.org/W2737560561","https://openalex.org/W2913583920","https://openalex.org/W2949335953","https://openalex.org/W3016230452","https://openalex.org/W3089050900","https://openalex.org/W4205807230"],"related_works":["https://openalex.org/W2980745308","https://openalex.org/W2380441323","https://openalex.org/W2006855656","https://openalex.org/W1990734973","https://openalex.org/W4234347025","https://openalex.org/W3015389025","https://openalex.org/W2044888108","https://openalex.org/W4253996232","https://openalex.org/W2972946627","https://openalex.org/W2894473080"],"abstract_inverted_index":{"We":[0,22,44,85],"introduce":[1],"\\em":[2],"AI":[3],"rationalization,":[4],"an":[5,38,54,92],"approach":[6,93],"for":[7],"generating":[8],"explanations":[9],"of":[10,37,89,101,107,110,140],"autonomous":[11,39,55],"system":[12],"behavior":[13],"as":[14,80,91],"if":[15],"a":[16,24],"human":[17,75],"had":[18],"performed":[19],"the":[20,49,83,87,99,105],"behavior.":[21],"describe":[23,125],"rationalization":[25,90],"technique":[26,47],"that":[27,114,124,129],"uses":[28],"neural":[29,115],"machine":[30,116],"translation":[31,117],"to":[32,59,94,120,134],"translate":[33],"internal":[34],"state-action":[35],"representations":[36],"agent":[40,58,126],"into":[41],"natural":[42,65,68],"language.":[43,66],"evaluate":[45],"our":[46],"in":[48],"Frogger":[50],"game":[51,56],"environment,":[52],"training":[53,70],"playing":[57],"rationalize":[60],"its":[61],"action":[62],"choices":[63],"using":[64],"A":[67],"language":[69],"corpus":[71],"is":[72,118],"collected":[73],"from":[74],"players":[76],"thinking":[77],"out":[78],"loud":[79],"they":[81],"play":[82],"game.":[84],"motivate":[86],"use":[88],"explanation":[95],"generation":[96],"and":[97,128],"show":[98,113],"results":[100],"two":[102],"experiments":[103],"evaluating":[104],"effectiveness":[106],"rationalization.":[108],"Results":[109],"these":[111],"evaluations":[112],"able":[119],"accurately":[121],"generate":[122],"rationalizations":[123,130],"behavior,":[127],"are":[131],"more":[132],"satisfying":[133],"humans":[135],"than":[136],"other":[137],"alternative":[138],"methods":[139],"explanation.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-07-30T00:00:00"}