{"id":"https://openalex.org/W2036551197","doi":"https://doi.org/10.1109/cdc.2013.6760653","title":"Mean-field learning for satisfactory solutions","display_name":"Mean-field learning for satisfactory solutions","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2036551197","doi":"https://doi.org/10.1109/cdc.2013.6760653","mag":"2036551197"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2013.6760653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2013.6760653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"52nd IEEE Conference on Decision and Control","raw_type":"proceedings-article"},"type":"conference-paper","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/A5073493112","display_name":"Hamidou Tembin\u00e9","orcid":"https://orcid.org/0000-0002-1604-8223"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hamidou Tembine","raw_affiliation_strings":["KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004939553","display_name":"Ra\u00fal Tempone","orcid":"https://orcid.org/0000-0003-1967-4446"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Raul Tempone","raw_affiliation_strings":["KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059757671","display_name":"Pedro Vilanova","orcid":null},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Pedro Vilanova","raw_affiliation_strings":["KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAUST, Strategic Research Initiative Center for Uncertainty Quantification in Computational Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Uncertainty Quantification in Comput. Sci. & Eng., KAUST Strategic Res. Initiative Center, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4871","last_page":"4876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9959999918937683,"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":0.9959999918937683,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10545","display_name":"Optimization and Variational Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/stochastic-game","display_name":"Stochastic game","score":0.7229088544845581},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6881639957427979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6738191246986389},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5588306784629822},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.529689610004425},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.45832717418670654},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44695883989334106},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4445633590221405},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.41587454080581665},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.4114655554294586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26029765605926514},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15038219094276428}],"concepts":[{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.7229088544845581},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6881639957427979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6738191246986389},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5588306784629822},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.529689610004425},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.45832717418670654},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44695883989334106},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4445633590221405},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.41587454080581665},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.4114655554294586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26029765605926514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15038219094276428},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2013.6760653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2013.6760653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"52nd IEEE Conference on Decision and Control","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/575818","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/575818","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1791210442","https://openalex.org/W1989388297","https://openalex.org/W2023358569","https://openalex.org/W2041922904","https://openalex.org/W2087486726","https://openalex.org/W2106354437","https://openalex.org/W2123807026","https://openalex.org/W2274518346","https://openalex.org/W2913946805","https://openalex.org/W3123073578","https://openalex.org/W3149412023","https://openalex.org/W4229962717","https://openalex.org/W4231250656","https://openalex.org/W4246412357"],"related_works":["https://openalex.org/W2390829436","https://openalex.org/W1971289376","https://openalex.org/W1989791859","https://openalex.org/W2565094479","https://openalex.org/W602859758","https://openalex.org/W2379101322","https://openalex.org/W2726447019","https://openalex.org/W1992553864","https://openalex.org/W50834308","https://openalex.org/W2013343313"],"abstract_inverted_index":{"One":[0],"of":[1,77],"the":[2,61,75,86,117,123],"fundamental":[3],"challenges":[4],"in":[5,52,113,131],"distributed":[6,46],"interactive":[7],"systems":[8,79],"is":[9,23],"to":[10,29,85,96,115],"design":[11],"efficient,":[12],"accurate,":[13],"and":[14,38,68,100],"fair":[15],"solutions.":[16],"In":[17,40],"such":[18],"systems,":[19],"a":[20,34,97],"satisfactory":[21,35,50,98],"solution":[22,99],"an":[24,69],"innovative":[25],"approach":[26],"that":[27,74],"aims":[28],"provide":[30,91],"all":[31],"players":[32],"with":[33,54],"payoff":[36,62],"anytime":[37],"anywhere.":[39],"this":[41],"paper":[42],"we":[43,72,101],"study":[44],"fully":[45],"learning":[47,78,126],"schemes":[48,127],"for":[49,94,128],"solutions":[51],"games":[53,59],"continuous":[55],"action":[56],"space.":[57],"Considering":[58],"where":[60],"function":[63],"depends":[64],"only":[65],"on":[66],"own-action":[67],"aggregate":[70],"term,":[71],"show":[73],"complexity":[76],"can":[80],"be":[81],"significantly":[82],"reduced,":[83],"leading":[84],"so-called":[87],"mean-field":[88,125],"learning.":[89],"We":[90,120],"sufficient":[92],"conditions":[93],"convergence":[95,104,118],"give":[102],"explicit":[103],"time":[105],"bounds.":[106],"Then,":[107],"several":[108],"acceleration":[109],"techniques":[110],"are":[111],"used":[112],"order":[114],"improve":[116],"rate.":[119],"illustrate":[121],"numerically":[122],"proposed":[124],"quality-of-service":[129],"management":[130],"communication":[132],"networks.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
