{"id":"https://openalex.org/W2285910602","doi":"https://doi.org/10.1145/2940716.2940755","title":"Bayesian Exploration","display_name":"Bayesian Exploration","publication_year":2016,"publication_date":"2016-07-21","ids":{"openalex":"https://openalex.org/W2285910602","doi":"https://doi.org/10.1145/2940716.2940755","mag":"2285910602"},"language":"en","primary_location":{"id":"doi:10.1145/2940716.2940755","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2940716.2940755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM Conference on Economics and Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014637159","display_name":"Yishay Mansour","orcid":"https://orcid.org/0000-0001-6891-2645"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I4210125051","display_name":"Microsoft (Israel)","ror":"https://ror.org/03819cc96","country_code":"IL","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210125051"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Yishay Mansour","raw_affiliation_strings":["Microsoft Research & Tel Aviv University, Tel Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Microsoft Research & Tel Aviv University, Tel Aviv, Israel","institution_ids":["https://openalex.org/I4210125051","https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058550942","display_name":"Aleksandrs Slivkins","orcid":"https://orcid.org/0000-0001-6899-6383"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4401726785","display_name":"Microsoft Research New York City (United States)","ror":"https://ror.org/056zprp28","country_code":null,"type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4401726785"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksandrs Slivkins","raw_affiliation_strings":["Microsoft Research, New York City, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, New York City, USA","institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4401726785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017741738","display_name":"Vasilis Syrgkanis","orcid":"https://orcid.org/0000-0001-5047-8772"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4401726785","display_name":"Microsoft Research New York City (United States)","ror":"https://ror.org/056zprp28","country_code":null,"type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4401726785"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vasilis Syrgkanis","raw_affiliation_strings":["Microsoft Research, New York City, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, New York City, USA","institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4401726785"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001070941","display_name":"Zhiwei Steven Wu","orcid":"https://orcid.org/0000-0002-8125-8227"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiwei Steven Wu","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014637159"],"corresponding_institution_ids":["https://openalex.org/I16391192","https://openalex.org/I4210125051"],"apc_list":null,"apc_paid":null,"fwci":4.713,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94657768,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"661","last_page":"661"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.8388450145721436},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7010341286659241},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.661726713180542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6126046180725098},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.4265042543411255},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4037197530269623},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3910568356513977},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3673587143421173},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.293260395526886},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.28603875637054443},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25864845514297485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11436212062835693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10584983229637146}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.8388450145721436},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7010341286659241},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.661726713180542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6126046180725098},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.4265042543411255},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4037197530269623},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3910568356513977},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3673587143421173},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.293260395526886},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.28603875637054443},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25864845514297485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11436212062835693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10584983229637146},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2940716.2940755","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2940716.2940755","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM Conference on Economics and Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1519511213","https://openalex.org/W1594152038","https://openalex.org/W1605188341","https://openalex.org/W1986767499","https://openalex.org/W2009551863","https://openalex.org/W2049934117","https://openalex.org/W2149247676","https://openalex.org/W2387113423","https://openalex.org/W2913317949","https://openalex.org/W3123810580","https://openalex.org/W3123989359"],"related_works":["https://openalex.org/W2971351794","https://openalex.org/W4376155396","https://openalex.org/W1947085858","https://openalex.org/W2101991911","https://openalex.org/W2174986909","https://openalex.org/W2527791220","https://openalex.org/W2155070487","https://openalex.org/W4311589891","https://openalex.org/W3123835761","https://openalex.org/W118270247"],"abstract_inverted_index":{"We":[0,74],"consider":[1],"a":[2,30,76,102,120,132],"ubiquitous":[3],"scenario":[4],"in":[5,24,43,66],"the":[6,44,51,60,70,80,90,99,124],"Internet":[7],"economy":[8],"when":[9],"individual":[10],"decision-makers":[11],"(henceforth,":[12],"agents)":[13],"both":[14],"produce":[15],"and":[16,57,95,108,130],"consume":[17],"information":[18,52,83],"as":[19],"they":[20],"make":[21],"strategic":[22],"choices":[23],"an":[25],"uncertain":[26],"environment.":[27],"This":[28],"creates":[29],"three-way":[31],"trade-off":[32],"between":[33,106],"exploration":[34,107],"(trying":[35],"out":[36],"insufficiently":[37],"explored":[38],"alternatives":[39],"to":[40,72,89,97,118],"help":[41],"others":[42,71],"future),":[45],"exploitation":[46],"(making":[47],"optimal":[48,104],"decisions":[49],"given":[50],"discovered":[53],"by":[54],"other":[55],"agents),":[56],"incentives":[58,129],"of":[59,82,135],"agents":[61,85,100],"(who":[62],"are":[63],"myopically":[64],"interested":[65],"exploitation,":[67,109],"while":[68],"preferring":[69],"explore).":[73],"posit":[75],"principal":[77,125],"who":[78],"controls":[79],"flow":[81],"from":[84],"that":[86,92],"came":[87],"before":[88],"ones":[91],"arrive":[93],"later,":[94],"strives":[96],"coordinate":[98],"towards":[101],"socially":[103],"balance":[105],"not":[110],"using":[111],"any":[112],"monetary":[113],"transfers.":[114],"The":[115],"goal":[116],"is":[117],"design":[119],"recommendation":[121],"policy":[122],"for":[123],"which":[126],"respects":[127],"agents'":[128],"minimizes":[131],"suitable":[133],"notion":[134],"regret.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}