{"id":"https://openalex.org/W1988403483","doi":"https://doi.org/10.1145/1570256.1570268","title":"Learning in the time-dependent minority game","display_name":"Learning in the time-dependent minority game","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W1988403483","doi":"https://doi.org/10.1145/1570256.1570268","mag":"1988403483"},"language":"en","primary_location":{"id":"doi:10.1145/1570256.1570268","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1570256.1570268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers","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/A5086927348","display_name":"David Catteeuw","orcid":null},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"David Catteeuw","raw_affiliation_strings":["Vrije Universiteit Brussel, 1050 Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, 1050 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030973642","display_name":"Bernard Manderick","orcid":"https://orcid.org/0000-0002-9020-0510"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bernard Manderick","raw_affiliation_strings":["Vrije Universiteit Brussel, 1050 Brussel, Belgium"],"affiliations":[{"raw_affiliation_string":"Vrije Universiteit Brussel, 1050 Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086927348"],"corresponding_institution_ids":["https://openalex.org/I13469542"],"apc_list":null,"apc_paid":null,"fwci":0.8034,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75728674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2011","last_page":"2016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9970999956130981,"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/T11031","display_name":"Game Theory and Applications","score":0.9970999956130981,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7734746336936951},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7100028991699219},{"id":"https://openalex.org/keywords/repeated-game","display_name":"Repeated game","score":0.5577123761177063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526776909828186},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.40180033445358276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37718844413757324},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.18822574615478516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14649170637130737}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7734746336936951},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100028991699219},{"id":"https://openalex.org/C202556891","wikidata":"https://www.wikidata.org/wiki/Q1584646","display_name":"Repeated game","level":3,"score":0.5577123761177063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526776909828186},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.40180033445358276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37718844413757324},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.18822574615478516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14649170637130737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1570256.1570268","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1570256.1570268","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1515851193","https://openalex.org/W1575989700","https://openalex.org/W1873803726","https://openalex.org/W2037014352","https://openalex.org/W2052714399","https://openalex.org/W2064397959","https://openalex.org/W2091653681","https://openalex.org/W2110667918","https://openalex.org/W2121863487","https://openalex.org/W2129095758","https://openalex.org/W2153994853","https://openalex.org/W2615688110","https://openalex.org/W3034340860","https://openalex.org/W3038611684","https://openalex.org/W3100643943","https://openalex.org/W4252284432","https://openalex.org/W4388376363"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"We":[0],"study":[1],"learning":[2,26,54],"in":[3],"the":[4,25,37,43,63],"time-dependent":[5],"Minority":[6],"Game":[7],"(MG).":[8],"The":[9],"MG":[10,66],"is":[11],"a":[12,18,52],"repeated":[13],"conflicting":[14],"interest":[15],"game":[16],"involving":[17],"large":[19],"number":[20],"of":[21,36,45,68],"agents.":[22],"So":[23],"far,":[24],"mechanisms":[27],"studied":[28],"were":[29],"rather":[30],"naive":[31],"and":[32,58],"involved":[33],"only":[34],"exploitation":[35],"best":[38],"strategy":[39],"so":[40],"far":[41],"at":[42],"expense":[44],"exploring":[46],"new":[47],"strategies.":[48],"Instead,":[49],"we":[50],"use":[51],"reinforcement":[53],"method":[55],"called":[56],"Q-learning":[57],"show":[59],"how":[60],"it":[61],"improves":[62],"results":[64],"on":[65],"extensions":[67],"increasing":[69],"difficulty.":[70]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
