{"id":"https://openalex.org/W4385568167","doi":"https://doi.org/10.1145/3580305.3599877","title":"Off-Policy Learning-to-Bid with AuctionGym","display_name":"Off-Policy Learning-to-Bid with AuctionGym","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385568167","doi":"https://doi.org/10.1145/3580305.3599877"},"language":"en","primary_location":{"id":"doi:10.1145/3580305.3599877","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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/A5083237271","display_name":"Olivier Jeunen","orcid":"https://orcid.org/0000-0001-6256-5814"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Olivier Jeunen","raw_affiliation_strings":["ShareChat, Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"ShareChat, Edinburgh, United Kingdom","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101825963","display_name":"Se\u00e1n Murphy","orcid":"https://orcid.org/0009-0001-4539-8433"},"institutions":[{"id":"https://openalex.org/I4210123934","display_name":"Amazon (United Kingdom)","ror":"https://ror.org/02xey9634","country_code":"GB","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210123934"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sean Murphy","raw_affiliation_strings":["Amazon, Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Amazon, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I4210123934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086470423","display_name":"Ben Allison","orcid":"https://orcid.org/0009-0002-9073-1626"},"institutions":[{"id":"https://openalex.org/I4210123934","display_name":"Amazon (United Kingdom)","ror":"https://ror.org/02xey9634","country_code":"GB","type":"company","lineage":["https://openalex.org/I1311688040","https://openalex.org/I4210123934"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ben Allison","raw_affiliation_strings":["Amazon, Edinburgh, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Amazon, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I4210123934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083237271"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3034,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92321413,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4219","last_page":"4228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9998999834060669,"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/T11182","display_name":"Auction Theory and Applications","score":0.9998999834060669,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/bidding","display_name":"Bidding","score":0.8572331666946411},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.7215372323989868},{"id":"https://openalex.org/keywords/common-value-auction","display_name":"Common value auction","score":0.7122005224227905},{"id":"https://openalex.org/keywords/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.6823786497116089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5987178087234497},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5780109167098999},{"id":"https://openalex.org/keywords/unique-bid-auction","display_name":"Unique bid auction","score":0.5662647485733032},{"id":"https://openalex.org/keywords/real-time-bidding","display_name":"Real-time bidding","score":0.4216839373111725},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4193149209022522},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.3698945939540863},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3478087782859802},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.2715834677219391},{"id":"https://openalex.org/keywords/auction-theory","display_name":"Auction theory","score":0.16922533512115479},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14939972758293152}],"concepts":[{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.8572331666946411},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.7215372323989868},{"id":"https://openalex.org/C163239763","wikidata":"https://www.wikidata.org/wiki/Q5153637","display_name":"Common value auction","level":2,"score":0.7122005224227905},{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.6823786497116089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5987178087234497},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5780109167098999},{"id":"https://openalex.org/C205871297","wikidata":"https://www.wikidata.org/wiki/Q765312","display_name":"Unique bid auction","level":4,"score":0.5662647485733032},{"id":"https://openalex.org/C1525070","wikidata":"https://www.wikidata.org/wiki/Q2134714","display_name":"Real-time bidding","level":3,"score":0.4216839373111725},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4193149209022522},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.3698945939540863},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3478087782859802},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.2715834677219391},{"id":"https://openalex.org/C11276805","wikidata":"https://www.wikidata.org/wiki/Q771334","display_name":"Auction theory","level":3,"score":0.16922533512115479},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14939972758293152},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3580305.3599877","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3580305.3599877","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2015007620","https://openalex.org/W2029050771","https://openalex.org/W2054141820","https://openalex.org/W2074694452","https://openalex.org/W2086206379","https://openalex.org/W2251567929","https://openalex.org/W2472097883","https://openalex.org/W2963469388","https://openalex.org/W3035965352","https://openalex.org/W3099878876","https://openalex.org/W4235563254","https://openalex.org/W4307302081","https://openalex.org/W6630439232"],"related_works":["https://openalex.org/W2147694495","https://openalex.org/W1984203460","https://openalex.org/W1995388959","https://openalex.org/W1562320220","https://openalex.org/W2372662578","https://openalex.org/W2141395620","https://openalex.org/W784208287","https://openalex.org/W341704063","https://openalex.org/W2355176056","https://openalex.org/W4310829256"],"abstract_inverted_index":{"Online":[0],"advertising":[1],"opportunities":[2],"are":[3,31],"sold":[4],"through":[5],"auctions,":[6],"billions":[7],"of":[8,51,57,70,98],"times":[9],"every":[10],"day":[11],"across":[12],"the":[13,52,58],"web.":[14],"Advertisers":[15],"who":[16],"participate":[17],"in":[18],"those":[19],"auctions":[20],"need":[21],"to":[22,33],"decide":[23],"on":[24,41,86,102],"a":[25,36,43,47],"bidding":[26,99],"strategy:":[27],"how":[28],"much":[29],"they":[30],"willing":[32],"bid":[34,71],"for":[35],"given":[37],"impression":[38],"opportunity.":[39],"Deciding":[40],"such":[42],"strategy":[44],"is":[45],"not":[46,66,75],"straightforward":[48],"task,":[49],"because":[50],"interactive":[53],"and":[54,77,96],"reactive":[55],"nature":[56],"repeated":[59],"auction":[60],"mechanism.":[61],"Indeed,":[62],"an":[63],"advertiser":[64],"does":[65],"observe":[67],"counterfactual":[68],"outcomes":[69],"amounts":[72],"that":[73],"were":[74],"submitted,":[76],"successful":[78],"advertisers":[79],"will":[80],"adapt":[81],"their":[82],"own":[83],"strategies":[84,100],"based":[85,101],"bids":[87],"placed":[88],"by":[89],"competitors.":[90],"These":[91],"characteristics":[92],"complicate":[93],"effective":[94],"learning":[95],"evaluation":[97],"logged":[103],"data":[104],"alone.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}