{"id":"https://openalex.org/W4407749183","doi":"https://doi.org/10.1007/s11227-025-07030-2","title":"Exploring multi-agent reinforcement learning for unrelated parallel machine scheduling","display_name":"Exploring multi-agent reinforcement learning for unrelated parallel machine scheduling","publication_year":2025,"publication_date":"2025-02-19","ids":{"openalex":"https://openalex.org/W4407749183","doi":"https://doi.org/10.1007/s11227-025-07030-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07030-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07030-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5110265915","display_name":"Maria Zampella","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]},{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["ES","IT"],"is_corresponding":true,"raw_author_name":"Maria Zampella","raw_affiliation_strings":["Department of Physics \u201cEttore Pancini\u201d, University of Naples \u201cFederico II\u201d, 80126, Naples, Italy","Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics \u201cEttore Pancini\u201d, University of Naples \u201cFederico II\u201d, 80126, Naples, Italy","institution_ids":["https://openalex.org/I71267560","https://openalex.org/I4210117450"]},{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061290463","display_name":"Urtzi Otamendi","orcid":"https://orcid.org/0000-0002-4233-4258"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Urtzi Otamendi","raw_affiliation_strings":["Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018, Donostia-San Sebasti\u00e1n, Spain","Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015783758","display_name":"Xabier Belaunzaran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Xabier Belaunzaran","raw_affiliation_strings":["Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047237391","display_name":"Arkaitz Artetxe","orcid":"https://orcid.org/0000-0003-0594-7941"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arkaitz Artetxe","raw_affiliation_strings":["Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041268250","display_name":"Igor G. Olaizola","orcid":"https://orcid.org/0000-0002-9965-2038"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Igor G. Olaizola","raw_affiliation_strings":["Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079353966","display_name":"Basilio Sierra","orcid":"https://orcid.org/0000-0001-8062-9332"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Basilio Sierra","raw_affiliation_strings":["Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), 20018, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028392415","display_name":"G. Longo","orcid":"https://orcid.org/0000-0002-9182-8414"},"institutions":[{"id":"https://openalex.org/I4210117450","display_name":"Federico II University Hospital","ror":"https://ror.org/02jr6tp70","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210117450","https://openalex.org/I71267560"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Longo","raw_affiliation_strings":["Department of Physics \u201cEttore Pancini\u201d, University of Naples \u201cFederico II\u201d, 80126, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics \u201cEttore Pancini\u201d, University of Naples \u201cFederico II\u201d, 80126, Naples, Italy","institution_ids":["https://openalex.org/I71267560","https://openalex.org/I4210117450"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5110265915"],"corresponding_institution_ids":["https://openalex.org/I4210092551","https://openalex.org/I4210117450","https://openalex.org/I71267560"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":7.3937,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96688772,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"81","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9205485582351685},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8438333868980408},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5457980632781982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44256967306137085},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4414418339729309},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.43543541431427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3602735996246338},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1037866473197937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9205485582351685},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8438333868980408},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5457980632781982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44256967306137085},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4414418339729309},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.43543541431427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3602735996246338},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1037866473197937},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07030-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07030-2","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1488422606","https://openalex.org/W1659842140","https://openalex.org/W1970176495","https://openalex.org/W1976476030","https://openalex.org/W1977177161","https://openalex.org/W1986029301","https://openalex.org/W1988750164","https://openalex.org/W1990848197","https://openalex.org/W2024060531","https://openalex.org/W2028438572","https://openalex.org/W2038401118","https://openalex.org/W2053138114","https://openalex.org/W2061950072","https://openalex.org/W2064675550","https://openalex.org/W2072669087","https://openalex.org/W2100131857","https://openalex.org/W2147387844","https://openalex.org/W2151576596","https://openalex.org/W2157793635","https://openalex.org/W2166900052","https://openalex.org/W2484665301","https://openalex.org/W2560674852","https://openalex.org/W2577909561","https://openalex.org/W2617547828","https://openalex.org/W2743045177","https://openalex.org/W2746553466","https://openalex.org/W2747092504","https://openalex.org/W2887704695","https://openalex.org/W3004492813","https://openalex.org/W3035448219","https://openalex.org/W3154442901","https://openalex.org/W3163767957","https://openalex.org/W3172780424","https://openalex.org/W3198536111","https://openalex.org/W3209667582","https://openalex.org/W4206820958","https://openalex.org/W4282946405","https://openalex.org/W4285024875","https://openalex.org/W4302774970","https://openalex.org/W4304692597","https://openalex.org/W4323310079","https://openalex.org/W4365444201","https://openalex.org/W4366607179","https://openalex.org/W4379162902","https://openalex.org/W4399165038","https://openalex.org/W4400042285","https://openalex.org/W4401433010","https://openalex.org/W4403482855","https://openalex.org/W6604896550","https://openalex.org/W6814003322"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W2964765435"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
