{"id":"https://openalex.org/W3095645625","doi":"https://doi.org/10.1016/j.eswa.2020.114228","title":"Q-Managed: A new algorithm for a multiobjective reinforcement learning","display_name":"Q-Managed: A new algorithm for a multiobjective reinforcement learning","publication_year":2020,"publication_date":"2020-11-06","ids":{"openalex":"https://openalex.org/W3095645625","doi":"https://doi.org/10.1016/j.eswa.2020.114228","mag":"3095645625"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2020.114228","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2020.114228","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","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/A5044667169","display_name":"Thiago Henrique Freire de Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Thiago Henrique Freire de Oliveira","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082309108","display_name":"Luiz Paulo de Souza Medeiros","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Paulo de Souza Medeiros","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102789194","display_name":"Adri\u00e3o Duarte D\u00f3ria Neto","orcid":"https://orcid.org/0000-0002-5445-7327"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adri\u00e3o Duarte D\u00f3ria Neto","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113688697","display_name":"Jorge Dantas de Melo","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Dantas Melo","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, 59078-970 Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044667169"],"corresponding_institution_ids":["https://openalex.org/I35046152"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":1.1548,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83786492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"168","issue":null,"first_page":"114228","last_page":"114228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.988099992275238,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9866999983787537,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8426741361618042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7479984760284424},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.6651827096939087},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6586156487464905},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5805824398994446},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5420980453491211},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.519818902015686},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4794291853904724},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4613369405269623},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44430530071258545},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43615081906318665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33586928248405457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3223455548286438},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1866762638092041}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8426741361618042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7479984760284424},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.6651827096939087},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6586156487464905},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5805824398994446},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5420980453491211},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.519818902015686},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4794291853904724},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4613369405269623},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44430530071258545},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43615081906318665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33586928248405457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3223455548286438},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1866762638092041},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2020.114228","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2020.114228","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325185","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W24785488","https://openalex.org/W175452270","https://openalex.org/W288089086","https://openalex.org/W291243768","https://openalex.org/W1480676279","https://openalex.org/W1482041209","https://openalex.org/W1521316934","https://openalex.org/W1542433298","https://openalex.org/W1543572792","https://openalex.org/W1553373771","https://openalex.org/W1559956479","https://openalex.org/W1561610472","https://openalex.org/W1583837637","https://openalex.org/W1595498733","https://openalex.org/W1872977731","https://openalex.org/W1987725948","https://openalex.org/W1993530334","https://openalex.org/W2012612381","https://openalex.org/W2013533505","https://openalex.org/W2058192020","https://openalex.org/W2060846151","https://openalex.org/W2071279638","https://openalex.org/W2083417406","https://openalex.org/W2084261982","https://openalex.org/W2090218528","https://openalex.org/W2093005281","https://openalex.org/W2097031964","https://openalex.org/W2102660061","https://openalex.org/W2110828487","https://openalex.org/W2116001481","https://openalex.org/W2117428849","https://openalex.org/W2117626647","https://openalex.org/W2119567691","https://openalex.org/W2121863487","https://openalex.org/W2123516968","https://openalex.org/W2126105956","https://openalex.org/W2141481921","https://openalex.org/W2167062306","https://openalex.org/W2186820913","https://openalex.org/W2324246482","https://openalex.org/W2395247572","https://openalex.org/W2488434336","https://openalex.org/W2506604202","https://openalex.org/W2528346486","https://openalex.org/W2625332229","https://openalex.org/W2666874989","https://openalex.org/W2759526291","https://openalex.org/W2803331670","https://openalex.org/W2911644119","https://openalex.org/W3103262232","https://openalex.org/W3140662957","https://openalex.org/W4214717370","https://openalex.org/W4230246146","https://openalex.org/W4233840023","https://openalex.org/W4256719899","https://openalex.org/W4285719527","https://openalex.org/W4299164965","https://openalex.org/W6610454638","https://openalex.org/W6628934745","https://openalex.org/W6631204795","https://openalex.org/W6632292508","https://openalex.org/W6639342017","https://openalex.org/W6647175844","https://openalex.org/W6648649407","https://openalex.org/W6673071123","https://openalex.org/W6674628981","https://openalex.org/W6677435986","https://openalex.org/W6677477198","https://openalex.org/W6677504650","https://openalex.org/W6680974701","https://openalex.org/W6711864730","https://openalex.org/W6771627385"],"related_works":["https://openalex.org/W2402393579","https://openalex.org/W2090178682","https://openalex.org/W2001591765","https://openalex.org/W4241467429","https://openalex.org/W2073147994","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
