{"id":"https://openalex.org/W1759988108","doi":"https://doi.org/10.1007/11874850_31","title":"A Hybrid Learning Strategy for Discovery of Policies of Action","display_name":"A Hybrid Learning Strategy for Discovery of Policies of Action","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1759988108","doi":"https://doi.org/10.1007/11874850_31","mag":"1759988108"},"language":"en","primary_location":{"id":"doi:10.1007/11874850_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11874850_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5008491503","display_name":"Richardson Ribeiro","orcid":"https://orcid.org/0000-0002-5630-5204"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Richardson Ribeiro","raw_affiliation_strings":["Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil"],"affiliations":[{"raw_affiliation_string":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035426257","display_name":"Fabr\u00edcio Enembreck","orcid":"https://orcid.org/0000-0002-1418-3245"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabr\u00edcio Enembreck","raw_affiliation_strings":["Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil"],"affiliations":[{"raw_affiliation_string":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil","institution_ids":["https://openalex.org/I176838256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074262951","display_name":"Alessandro L. Koerich","orcid":"https://orcid.org/0000-0001-5879-7014"},"institutions":[{"id":"https://openalex.org/I176838256","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1","ror":"https://ror.org/02x1vjk79","country_code":"BR","type":"education","lineage":["https://openalex.org/I176838256"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alessandro L. Koerich","raw_affiliation_strings":["Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil"],"affiliations":[{"raw_affiliation_string":"Programa de P\u00f3s-Gradua\u00e7\u00e3o em Inform\u00e1tica Aplicada (PPGIA), Pontif\u00edcia Universidade Cat\u00f3lica do Paran\u00e1, Rua Imaculada Concei\u00e7\u00e3o, 1155, CEP 80215-901, Curitiba, Paran\u00e1, Brasil","institution_ids":["https://openalex.org/I176838256"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008491503"],"corresponding_institution_ids":["https://openalex.org/I176838256"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.511,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83263333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"268","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9987000226974487,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9987000226974487,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9944999814033508,"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/T14011","display_name":"Elevator Systems and Control","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.8482628464698792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6637723445892334},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6113015413284302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.532200276851654},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5053499341011047},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49857115745544434},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.47767573595046997},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4391219913959503},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.43504413962364197},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.4149099588394165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08383619785308838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8482628464698792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6637723445892334},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6113015413284302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.532200276851654},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5053499341011047},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49857115745544434},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.47767573595046997},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4391219913959503},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.43504413962364197},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.4149099588394165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08383619785308838},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11874850_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11874850_31","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W17336456","https://openalex.org/W32403112","https://openalex.org/W1502099479","https://openalex.org/W1512791958","https://openalex.org/W1515851193","https://openalex.org/W1530049455","https://openalex.org/W1531013180","https://openalex.org/W1543341872","https://openalex.org/W1543672909","https://openalex.org/W1557517019","https://openalex.org/W2004338242","https://openalex.org/W2091786736","https://openalex.org/W2093799708","https://openalex.org/W2107726111","https://openalex.org/W2120346334","https://openalex.org/W2121863487","https://openalex.org/W2128862550","https://openalex.org/W2131600418","https://openalex.org/W2147169507","https://openalex.org/W2487701457","https://openalex.org/W2488531982","https://openalex.org/W2518870260","https://openalex.org/W2787259794","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W184546935","https://openalex.org/W146740654","https://openalex.org/W2131495543","https://openalex.org/W2037866349","https://openalex.org/W2021806873","https://openalex.org/W3179999069","https://openalex.org/W2106701323","https://openalex.org/W4299830350","https://openalex.org/W2909115059","https://openalex.org/W2097814353"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}