{"id":"https://openalex.org/W2031098375","doi":"https://doi.org/10.1007/s10458-005-3783-9","title":"An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games","display_name":"An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games","publication_year":2005,"publication_date":"2005-09-12","ids":{"openalex":"https://openalex.org/W2031098375","doi":"https://doi.org/10.1007/s10458-005-3783-9","mag":"2031098375"},"language":"en","primary_location":{"id":"doi:10.1007/s10458-005-3783-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10458-005-3783-9","pdf_url":null,"source":{"id":"https://openalex.org/S5405189","display_name":"Autonomous Agents and Multi-Agent Systems","issn_l":"1387-2532","issn":["1387-2532","1573-7454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Agents and Multi-Agent Systems","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/A5008547992","display_name":"Karl Tuyls","orcid":"https://orcid.org/0000-0001-7929-1944"},"institutions":[{"id":"https://openalex.org/I878454856","display_name":"Hasselt University","ror":"https://ror.org/04nbhqj75","country_code":"BE","type":"education","lineage":["https://openalex.org/I878454856"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Karl Tuyls","raw_affiliation_strings":["Theoretical Computer Science Group, Hasselt University, Belgium","Theoretical Computer Science Group, Hasselt University, Belgium#TAB#"],"affiliations":[{"raw_affiliation_string":"Theoretical Computer Science Group, Hasselt University, Belgium","institution_ids":["https://openalex.org/I878454856"]},{"raw_affiliation_string":"Theoretical Computer Science Group, Hasselt University, Belgium#TAB#","institution_ids":["https://openalex.org/I878454856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111424729","display_name":"P.J. \u2019t Hoen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pieter Jan \u2019T Hoen","raw_affiliation_strings":["Centre for Mathematics and Computer Science, Amsterdam, The Netherlands","Centre for Mathematics and Computer Science, Amsterdam, The Netherlands#TAB#"],"affiliations":[{"raw_affiliation_string":"Centre for Mathematics and Computer Science, Amsterdam, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Centre for Mathematics and Computer Science, Amsterdam, The Netherlands#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078172461","display_name":"Bram Vanschoenwinkel","orcid":"https://orcid.org/0000-0002-8973-6297"},"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":"Bram Vanschoenwinkel","raw_affiliation_strings":["Computational Modeling Lab, Vrije Universiteit Brussel, Belgium","Computational Modeling Lab, Vrije Universiteit Brussel, Belgium#TAB#"],"affiliations":[{"raw_affiliation_string":"Computational Modeling Lab, Vrije Universiteit Brussel, Belgium","institution_ids":["https://openalex.org/I13469542"]},{"raw_affiliation_string":"Computational Modeling Lab, Vrije Universiteit Brussel, Belgium#TAB#","institution_ids":["https://openalex.org/I13469542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008547992"],"corresponding_institution_ids":["https://openalex.org/I878454856"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.3133,"has_fulltext":false,"cited_by_count":130,"citation_normalized_percentile":{"value":0.96893781,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"115","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9948999881744385,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9948999881744385,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9922000169754028,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6987431645393372},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6903638243675232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5678228735923767},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4856968820095062},{"id":"https://openalex.org/keywords/evolutionary-game-theory","display_name":"Evolutionary game theory","score":0.4816950261592865},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.45175424218177795},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4313385486602783},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.417038232088089},{"id":"https://openalex.org/keywords/iterated-function","display_name":"Iterated function","score":0.41072142124176025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39196813106536865},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.2812459468841553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18333131074905396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987431645393372},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6903638243675232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5678228735923767},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4856968820095062},{"id":"https://openalex.org/C20249471","wikidata":"https://www.wikidata.org/wiki/Q2298789","display_name":"Evolutionary game theory","level":3,"score":0.4816950261592865},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.45175424218177795},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4313385486602783},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.417038232088089},{"id":"https://openalex.org/C140479938","wikidata":"https://www.wikidata.org/wiki/Q5254619","display_name":"Iterated function","level":2,"score":0.41072142124176025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39196813106536865},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.2812459468841553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18333131074905396},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10458-005-3783-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10458-005-3783-9","pdf_url":null,"source":{"id":"https://openalex.org/S5405189","display_name":"Autonomous Agents and Multi-Agent Systems","issn_l":"1387-2532","issn":["1387-2532","1573-7454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Agents and Multi-Agent Systems","raw_type":"journal-article"},{"id":"pmh:oai:cris.maastrichtuniversity.nl:openaire_cris_publications/197c6aee-b412-4e57-af5d-6b22f90a6908","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/197c6aee-b412-4e57-af5d-6b22f90a6908","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tuyls, K P, 't Hoen, P J & Vanschoenwinkel, B 2006, 'An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games', Autonomous Agents and Multi-agent Systems, vol. 12(1), pp. 115-153. https://doi.org/10.1007/s10458-005-3783-9","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:cwi:oai:cwi.nl:14455","is_oa":false,"landing_page_url":"https://ir.cwi.nl/pub/14455","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Autonomous Agents and Multi-Agent Systems, 12(1), 115 - 153","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/1674","is_oa":false,"landing_page_url":"http://hdl.handle.net/1942/1674","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W188771348","https://openalex.org/W261882591","https://openalex.org/W1415442047","https://openalex.org/W1492223641","https://openalex.org/W1515673225","https://openalex.org/W1515851193","https://openalex.org/W1538558539","https://openalex.org/W1542941925","https://openalex.org/W1546006912","https://openalex.org/W1548719231","https://openalex.org/W1560074431","https://openalex.org/W1570906179","https://openalex.org/W1572431898","https://openalex.org/W1592847719","https://openalex.org/W1605936240","https://openalex.org/W1811781384","https://openalex.org/W1830959208","https://openalex.org/W1869349060","https://openalex.org/W1963754118","https://openalex.org/W1967829443","https://openalex.org/W1995622844","https://openalex.org/W2001840348","https://openalex.org/W2014852613","https://openalex.org/W2015016508","https://openalex.org/W2026069625","https://openalex.org/W2064018461","https://openalex.org/W2065821056","https://openalex.org/W2082260760","https://openalex.org/W2085728653","https://openalex.org/W2088247534","https://openalex.org/W2102690504","https://openalex.org/W2104602264","https://openalex.org/W2107726111","https://openalex.org/W2111371453","https://openalex.org/W2116881252","https://openalex.org/W2118899043","https://openalex.org/W2121863487","https://openalex.org/W2126306851","https://openalex.org/W2134153324","https://openalex.org/W2138914910","https://openalex.org/W2144846366","https://openalex.org/W2147750403","https://openalex.org/W2148496763","https://openalex.org/W2154100003","https://openalex.org/W2156523042","https://openalex.org/W2159142421","https://openalex.org/W2165732930","https://openalex.org/W2797585760","https://openalex.org/W3149412023","https://openalex.org/W3199187481","https://openalex.org/W4214717370","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2388808575","https://openalex.org/W2505734641","https://openalex.org/W2131463044","https://openalex.org/W1966422684","https://openalex.org/W2374666693","https://openalex.org/W2108913771","https://openalex.org/W2380020769","https://openalex.org/W2611659488","https://openalex.org/W1503189112","https://openalex.org/W2016326178"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":7}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}