{"id":"https://openalex.org/W4410294558","doi":"https://doi.org/10.1109/tai.2025.3569192","title":"Can LLM-Augmented Autonomous Agents Cooperate? An Evaluation of Their Cooperative Capabilities Through Melting Pot","display_name":"Can LLM-Augmented Autonomous Agents Cooperate? An Evaluation of Their Cooperative Capabilities Through Melting Pot","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4410294558","doi":"https://doi.org/10.1109/tai.2025.3569192"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2025.3569192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2025.3569192","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","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/A5028047880","display_name":"Manuel Mosquera","orcid":"https://orcid.org/0000-0002-5528-0535"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Manuel Mosquera","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094196478","display_name":"Juan Sebasti\u00e1n Pinz\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan Sebastian Pinz\u00f3n","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094196479","display_name":"Yesid Fonseca","orcid":null},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Yesid Fonseca","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006715210","display_name":"Manuel R\u00edos","orcid":null},"institutions":[{"id":"https://openalex.org/I1332873766","display_name":"Banco de la Rep\u00fablica Colombia","ror":"https://ror.org/01shra089","country_code":"CO","type":"other","lineage":["https://openalex.org/I1332873766"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Manuel R\u00edos","raw_affiliation_strings":["Center of Excellence in Analytics and Artificial Intelligence, Bancolombia, Bogot\u00e1, Colombia","Center of Excellence in Analytics and Artificial Intelligence, Bogot&#x00E1;, Bancolombia, Colombia"],"affiliations":[{"raw_affiliation_string":"Center of Excellence in Analytics and Artificial Intelligence, Bancolombia, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I1332873766"]},{"raw_affiliation_string":"Center of Excellence in Analytics and Artificial Intelligence, Bogot&#x00E1;, Bancolombia, Colombia","institution_ids":["https://openalex.org/I1332873766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010955102","display_name":"Nicanor Quijano","orcid":"https://orcid.org/0000-0002-8688-3195"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Nicanor Quijano","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001455035","display_name":"Luis Felipe Giraldo","orcid":"https://orcid.org/0000-0002-2492-4422"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Luis Felipe Giraldo","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107099300","display_name":"Rub\u00e9n Manrique","orcid":null},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Manrique","raw_affiliation_strings":["School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Universidad de los Andes, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I162096671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5028047880"],"corresponding_institution_ids":["https://openalex.org/I162096671"],"apc_list":null,"apc_paid":null,"fwci":12.3417,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98246582,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":"2","first_page":"674","last_page":"683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.6298999786376953,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.6298999786376953,"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/T10320","display_name":"Neural Networks and Applications","score":0.5857999920845032,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.5475999712944031,"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/melting-pot","display_name":"Melting pot","score":0.6176207065582275},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4121294617652893},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06912735104560852}],"concepts":[{"id":"https://openalex.org/C2778875743","wikidata":"https://www.wikidata.org/wiki/Q862085","display_name":"Melting pot","level":3,"score":0.6176207065582275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4121294617652893},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06912735104560852},{"id":"https://openalex.org/C70036468","wikidata":"https://www.wikidata.org/wiki/Q131288","display_name":"Immigration","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2025.3569192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2025.3569192","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1994561310","https://openalex.org/W2062663664","https://openalex.org/W3042468599","https://openalex.org/W4252733809","https://openalex.org/W4321185913","https://openalex.org/W4387835442","https://openalex.org/W4402671292"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W236144538","https://openalex.org/W2986908139","https://openalex.org/W4236303691","https://openalex.org/W4234933656","https://openalex.org/W2967087137","https://openalex.org/W2945087806","https://openalex.org/W2086975023"],"abstract_inverted_index":{"As":[0],"artificial":[1,26],"intelligence":[2,27],"continues":[3],"to":[4,23,106,112,116],"advance,":[5],"a":[6,91],"key":[7],"aspect":[8],"of":[9,15,35,86],"this":[10],"progression":[11],"is":[12],"the":[13,32,43],"development":[14],"Large":[16,36],"Language":[17,37],"Models":[18],"(LLMs)":[19],"and":[20,62,89],"their":[21],"capacity":[22],"enhance":[24],"multi-agent":[25,77,108],"systems.":[28],"This":[29],"paper":[30],"investigates":[31],"cooperative":[33,114],"cabilities":[34],"Model-augmented":[38],"Autonomous":[39],"Agents":[40],"(LAAs)":[41],"using":[42],"well-known":[44],"Melting":[45,75,100],"Pot":[46,101],"environments":[47,102],"along":[48],"with":[49],"reference":[50],"models":[51],"such":[52],"as":[53],"<italic":[54,57],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[55,58],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">GPT-4o</i>,":[56],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">GPT-4o":[59],"mini</i>,":[60],"GPT-4,":[61],"GPT-3.5.":[63],"Preliminary":[64],"results":[65],"suggest":[66],"that":[67],"comprehensive":[68],"LAA":[69],"architectures":[70],"significantly":[71],"improve":[72],"performance":[73],"in":[74,83,96],"Pot\u2019s":[76],"scenarios,":[78],"outperforming":[79],"reinforcement":[80],"learning":[81],"baselines":[82],"two":[84],"out":[85],"three":[87],"scenarios":[88],"surpassing":[90],"simpler":[92],"Chain-of-Thought":[93],"agent":[94],"architecture":[95],"all":[97],"scenarios.":[98],"The":[99],"are":[103],"specifically":[104],"designed":[105],"assess":[107],"systems,":[109],"requiring":[110],"agents":[111],"exhibit":[113],"behavior":[115],"solve":[117],"conditions":[118],"effectively.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
