{"id":"https://openalex.org/W2913379800","doi":"https://doi.org/10.3233/ia-180006","title":"Learning dynamics in limited-control repeated games","display_name":"Learning dynamics in limited-control repeated games","publication_year":2019,"publication_date":"2019-01-28","ids":{"openalex":"https://openalex.org/W2913379800","doi":"https://doi.org/10.3233/ia-180006","mag":"2913379800"},"language":"en","primary_location":{"id":"doi:10.3233/ia-180006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ia-180006","pdf_url":null,"source":{"id":"https://openalex.org/S207922018","display_name":"Intelligenza Artificiale","issn_l":"1724-8035","issn":["1724-8035","2211-0097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligenza Artificiale","raw_type":"journal-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/A5023478606","display_name":"Andrea Celli","orcid":"https://orcid.org/0000-0002-2046-4019"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Celli","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039843107","display_name":"Alberto Marchesi","orcid":"https://orcid.org/0000-0002-8284-5757"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Marchesi","raw_affiliation_strings":["Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci 32, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023478606"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01239716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"2","first_page":"89","last_page":"101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.995199978351593,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.995199978351593,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9869999885559082,"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/computer-science","display_name":"Computer science","score":0.6671654582023621},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6475048661231995},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5400209426879883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20821523666381836},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11669448018074036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671654582023621},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6475048661231995},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5400209426879883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20821523666381836},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11669448018074036},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ia-180006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ia-180006","pdf_url":null,"source":{"id":"https://openalex.org/S207922018","display_name":"Intelligenza Artificiale","issn_l":"1724-8035","issn":["1724-8035","2211-0097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligenza Artificiale","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W378366556","https://openalex.org/W1422351985","https://openalex.org/W1971309210","https://openalex.org/W1976466849","https://openalex.org/W1995285162","https://openalex.org/W2002373723","https://openalex.org/W2006791053","https://openalex.org/W2013815105","https://openalex.org/W2067050450","https://openalex.org/W2071439977","https://openalex.org/W2086386133","https://openalex.org/W2089105401","https://openalex.org/W2098696428","https://openalex.org/W2103315867","https://openalex.org/W2106975967","https://openalex.org/W2107287512","https://openalex.org/W2117781171","https://openalex.org/W2136427775","https://openalex.org/W2144274908","https://openalex.org/W2149254401","https://openalex.org/W2150664153","https://openalex.org/W2168356773","https://openalex.org/W2248846161","https://openalex.org/W2494793979","https://openalex.org/W2498386205","https://openalex.org/W2606920207","https://openalex.org/W2612780607","https://openalex.org/W2620873683","https://openalex.org/W2739840601","https://openalex.org/W2740764085","https://openalex.org/W2740947555","https://openalex.org/W2753202239","https://openalex.org/W2771641078","https://openalex.org/W2773381986","https://openalex.org/W2788291381","https://openalex.org/W2788991205","https://openalex.org/W2808595754","https://openalex.org/W2808705090","https://openalex.org/W2891685936","https://openalex.org/W2963372454","https://openalex.org/W2963862338","https://openalex.org/W4234761190","https://openalex.org/W4250913065","https://openalex.org/W4252284432","https://openalex.org/W4253730333","https://openalex.org/W6723538536","https://openalex.org/W6744270132","https://openalex.org/W6746060310"],"related_works":["https://openalex.org/W1843838750","https://openalex.org/W3085372794","https://openalex.org/W590044149","https://openalex.org/W3121331371","https://openalex.org/W2540027932","https://openalex.org/W3092716435","https://openalex.org/W2979715680","https://openalex.org/W41850802","https://openalex.org/W2000274661","https://openalex.org/W3175363049","https://openalex.org/W1974946516","https://openalex.org/W3094454393","https://openalex.org/W344878153","https://openalex.org/W2955739767","https://openalex.org/W2827438116","https://openalex.org/W2051335608","https://openalex.org/W2072511932","https://openalex.org/W2631303984","https://openalex.org/W2245941121","https://openalex.org/W2028052603"],"abstract_inverted_index":{"In":[0,35],"imperfect-information":[1],"games,":[2],"a":[3,43,51,98,142,150],"common":[4],"assumption":[5,26],"is":[6,84,130],"that":[7,103,169],"players":[8,39,109],"can":[9,64,104],"perfectly":[10],"model":[11],"the":[12,29,68,72,90,108,123,131,135,146,157],"strategic":[13],"interaction":[14,73],"and":[15,74,167],"always":[16],"maintain":[17],"control":[18,55,76],"over":[19,56],"their":[20],"decision":[21,79],"points.":[22,80],"We":[23,93,118,140],"relax":[24],"this":[25,36,63,120],"by":[27,107],"introducing":[28],"notion":[30,124],"of":[31,58,77,100,125,134,149],"limited-control":[32,115],"repeated":[33,116],"games.":[34,117],"setting,":[37],"two":[38],"repeatedly":[40],"pla":[41],"y":[42],"zero-sum":[44],"extensive-form":[45],"game":[46,60,159],"and,":[47],"at":[48],"each":[49],"iteration,":[50],"player":[52,70],"may":[53],"lose":[54],"portions":[57],"her":[59],"tree.":[61],"Intuitively,":[62],"be":[65,105],"seen":[66],"as":[67],"chance":[69],"hijacking":[71],"taking":[75],"certain":[78],"What":[81],"subsequently":[82],"happens":[83],"no":[85],"longer":[86],"controllable\u2013or":[87],"even":[88],"known\u2013by":[89],"original":[91,158],"players.":[92],"introduce":[94],"pruned":[95,170],"fictitious":[96,101,171],"play,":[97],"variation":[99],"play":[102,172],"employed":[106],"to":[110,156],"reach":[111],"an":[112],"equilibrium":[113],"in":[114],"motivate":[119],"technique":[121,166],"with":[122,154],"limited":[126,151],"best":[127,152],"response,":[128],"which":[129],"key":[132],"step":[133],"learning":[136],"rule":[137],"we":[138,162],"employ.":[139],"provide":[141],"general":[143],"result":[144],"on":[145],"probabilistic":[147],"guarantees":[148],"response":[153],"respect":[155],"model.":[160],"Then,":[161],"experimentally":[163],"evaluate":[164],"our":[165],"show":[168],"has":[173],"good":[174],"convergence":[175],"properties.":[176]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}