{"id":"https://openalex.org/W4403510661","doi":"https://doi.org/10.1109/tnse.2024.3473941","title":"Hypergraph-Based Model for Modeling Multi-Agent Q-Learning Dynamics in Public Goods Games","display_name":"Hypergraph-Based Model for Modeling Multi-Agent Q-Learning Dynamics in Public Goods Games","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510661","doi":"https://doi.org/10.1109/tnse.2024.3473941"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3473941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3473941","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","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/A5080606905","display_name":"Juan Shi","orcid":"https://orcid.org/0000-0001-6410-398X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Shi","raw_affiliation_strings":["School of Automation, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322176","display_name":"Chen Liu","orcid":"https://orcid.org/0000-0002-8062-2517"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Liu","raw_affiliation_strings":["School of Ecology and Environment, Northwestern Polytechnical University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Ecology and Environment, Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018543653","display_name":"Jinzhuo Liu","orcid":"https://orcid.org/0000-0002-3891-4663"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinzhuo Liu","raw_affiliation_strings":["School of Software, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-3891-4663","affiliations":[{"raw_affiliation_string":"School of Software, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":30.7134,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.99856559,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"6","first_page":"6169","last_page":"6179"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.7006999850273132,"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/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.7006999850273132,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.6870999932289124,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph","display_name":"Hypergraph","score":0.6558314561843872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6085347533226013},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5254672765731812},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3591194152832031},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3371099829673767},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21278247237205505},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16318467259407043},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.15662258863449097}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.6558314561843872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6085347533226013},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5254672765731812},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3591194152832031},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3371099829673767},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21278247237205505},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16318467259407043},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.15662258863449097},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3473941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3473941","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2846980634","display_name":null,"funder_award_id":"62366058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5195067714","display_name":null,"funder_award_id":"G2024WD0151","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6897552042","display_name":null,"funder_award_id":"62476221","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G922937089","display_name":null,"funder_award_id":"D5000240309","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1192553058","https://openalex.org/W1499421690","https://openalex.org/W1596771711","https://openalex.org/W1963754118","https://openalex.org/W1977733098","https://openalex.org/W2030375360","https://openalex.org/W2064074314","https://openalex.org/W2073592660","https://openalex.org/W2085728653","https://openalex.org/W2106713015","https://openalex.org/W2154333227","https://openalex.org/W2168517872","https://openalex.org/W2470861207","https://openalex.org/W2618208446","https://openalex.org/W2738793433","https://openalex.org/W2788125442","https://openalex.org/W2790526478","https://openalex.org/W2953303875","https://openalex.org/W2962710880","https://openalex.org/W2965163470","https://openalex.org/W2976540855","https://openalex.org/W2996246469","https://openalex.org/W2997338169","https://openalex.org/W3012066402","https://openalex.org/W3015089477","https://openalex.org/W3015370229","https://openalex.org/W3040558155","https://openalex.org/W3103752844","https://openalex.org/W3118906589","https://openalex.org/W3186220355","https://openalex.org/W3195846754","https://openalex.org/W3213059358","https://openalex.org/W3214980701","https://openalex.org/W4205296643","https://openalex.org/W4213099500","https://openalex.org/W4214717370","https://openalex.org/W4285605593","https://openalex.org/W4285605763","https://openalex.org/W4360616159","https://openalex.org/W4382463792","https://openalex.org/W4383860634","https://openalex.org/W4385819632","https://openalex.org/W4387419560","https://openalex.org/W4394856100","https://openalex.org/W6678233733","https://openalex.org/W6755418123","https://openalex.org/W6763704811","https://openalex.org/W6766987072","https://openalex.org/W6791334070","https://openalex.org/W6796569726","https://openalex.org/W6797309367","https://openalex.org/W6797805595","https://openalex.org/W6838356327","https://openalex.org/W6854276644"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4376608589","https://openalex.org/W1537073411","https://openalex.org/W1948107826","https://openalex.org/W3138003926","https://openalex.org/W1630514295","https://openalex.org/W4300037846","https://openalex.org/W4288275998"],"abstract_inverted_index":{"Modeling":[0],"the":[1,15,48,81,85,106,129,137,150,154,177],"learning":[2,49,151],"dynamic":[3],"of":[4,17,51,65,84,88,108,139,153,160],"multi-agent":[5],"systems":[6],"has":[7],"long":[8],"been":[9],"a":[10,54,62,73,147,161],"crucial":[11],"issue":[12],"for":[13,67],"understanding":[14],"emergence":[16],"collective":[18],"behavior.":[19],"In":[20],"public":[21,55],"goods":[22,56],"games,":[23],"agents":[24,52],"interact":[25],"in":[26,53,110,145],"multiple":[27],"larger":[28],"groups.":[29],"While":[30],"previous":[31],"studies":[32],"have":[33],"primarily":[34],"focused":[35,94],"on":[36,95],"infinite":[37],"populations":[38],"that":[39,91,122,135,167],"only":[40],"allow":[41],"pairwise":[42],"interactions,":[43,70],"we":[44,71,120,165],"aim":[45],"to":[46,79,98,103,157],"investigate":[47],"dynamics":[50,101,152],"game":[57],"with":[58,128],"higher-order":[59,69],"interactions.":[60],"With":[61],"novel":[63],"use":[64],"hypergraphs":[66],"encoding":[68],"develop":[72],"formal":[74],"model":[75,113,169],"(a":[76],"Fokker-Planck":[77],"equation)":[78],"describe":[80],"temporal":[82],"evolution":[83],"distribution":[86],"function":[87],"Q-values.":[89],"Noting":[90],"early":[92],"research":[93],"replicator":[96],"models":[97],"predict":[99],"system":[100,155],"failed":[102],"accurately":[104],"capture":[105],"impact":[107],"hyperdegree":[109],"hypergraphs,":[111],"our":[112,123,168],"effectively":[114],"maps":[115],"its":[116],"influence.":[117],"Through":[118],"experiments,":[119],"demonstrate":[121,166],"theoretical":[124],"findings":[125],"are":[126],"consistent":[127],"agent-based":[130],"simulation":[131],"results.":[132],"We":[133],"demonstrated":[134],"as":[136,176],"number":[138],"groups":[140],"an":[141],"agent":[142],"is":[143],"involved":[144],"reaches":[146],"certain":[148],"scale,":[149],"evolve":[156],"resemble":[158],"those":[159],"well-mixed":[162],"population.":[163],"Furthermore,":[164],"offers":[170],"insights":[171],"into":[172],"algorithmic":[173],"parameters,":[174],"such":[175],"Boltzmann":[178],"temperature,":[179],"facilitating":[180],"parameter":[181],"tuning.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":77}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2024-10-18T00:00:00"}