{"id":"https://openalex.org/W1502099479","doi":"https://doi.org/10.1007/978-3-540-28645-5_25","title":"Heuristically Accelerated Q\u2013Learning: A New Approach to Speed Up Reinforcement Learning","display_name":"Heuristically Accelerated Q\u2013Learning: A New Approach to Speed Up Reinforcement Learning","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1502099479","doi":"https://doi.org/10.1007/978-3-540-28645-5_25","mag":"1502099479"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-28645-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-28645-5_25","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/A5073156082","display_name":"Reinaldo A. C. Bianchi","orcid":"https://orcid.org/0000-0001-9097-827X"},"institutions":[{"id":"https://openalex.org/I139221136","display_name":"Centro Universit\u00e1rio FEI","ror":"https://ror.org/007kf5222","country_code":"BR","type":"education","lineage":["https://openalex.org/I139221136"]},{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Reinaldo A. C. Bianchi","raw_affiliation_strings":["Centro Universit\u00e1rio da FEI, Av. Humberto A. C. Branco, 3972, 09850-901, S\u00e3o Bernardo do Campo, SP, Brazil","Laborat\u00f3rio de T\u00e9cnicas Inteligentes, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Av. Prof. Luciano Gualberto, trav. 3, 158, 05508-900, S\u00e3o Paulo, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro Universit\u00e1rio da FEI, Av. Humberto A. C. Branco, 3972, 09850-901, S\u00e3o Bernardo do Campo, SP, Brazil","institution_ids":["https://openalex.org/I139221136"]},{"raw_affiliation_string":"Laborat\u00f3rio de T\u00e9cnicas Inteligentes, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Av. Prof. Luciano Gualberto, trav. 3, 158, 05508-900, S\u00e3o Paulo, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068086847","display_name":"Carlos H. C. Ribeiro","orcid":"https://orcid.org/0000-0002-5760-8426"},"institutions":[{"id":"https://openalex.org/I107428990","display_name":"Instituto Tecnol\u00f3gico de Aeron\u00e1utica","ror":"https://ror.org/05vh67662","country_code":"BR","type":"education","lineage":["https://openalex.org/I107428990"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos H. C. Ribeiro","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Aeron\u00e1utica, Pra\u00e7a Mal. Eduardo Gomes, 50, 12228-900, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Aeron\u00e1utica, Pra\u00e7a Mal. Eduardo Gomes, 50, 12228-900, S\u00e3o Jos\u00e9 dos Campos, SP, Brazil","institution_ids":["https://openalex.org/I107428990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069264027","display_name":"Anna Helena Reali Costa","orcid":"https://orcid.org/0000-0001-7309-4528"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anna H. R. Costa","raw_affiliation_strings":["Laborat\u00f3rio de T\u00e9cnicas Inteligentes, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Av. Prof. Luciano Gualberto, trav. 3, 158, 05508-900, S\u00e3o Paulo, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de T\u00e9cnicas Inteligentes, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Av. Prof. Luciano Gualberto, trav. 3, 158, 05508-900, S\u00e3o Paulo, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073156082"],"corresponding_institution_ids":["https://openalex.org/I139221136","https://openalex.org/I17974374"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3644,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.81849776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9973000288009644,"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":0.9973000288009644,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9947999715805054,"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":0.9835000038146973,"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":0.8908131718635559},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.8102725744247437},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.7690434455871582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7613094449043274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5564454793930054},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5346009135246277},{"id":"https://openalex.org/keywords/learning-classifier-system","display_name":"Learning classifier system","score":0.47969409823417664},{"id":"https://openalex.org/keywords/hyper-heuristic","display_name":"Hyper-heuristic","score":0.46895474195480347},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3795187473297119},{"id":"https://openalex.org/keywords/robot-learning","display_name":"Robot learning","score":0.13322514295578003},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.05142340064048767}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8908131718635559},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8102725744247437},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.7690434455871582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7613094449043274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5564454793930054},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5346009135246277},{"id":"https://openalex.org/C199190896","wikidata":"https://www.wikidata.org/wiki/Q3509276","display_name":"Learning classifier system","level":3,"score":0.47969409823417664},{"id":"https://openalex.org/C117270229","wikidata":"https://www.wikidata.org/wiki/Q5957539","display_name":"Hyper-heuristic","level":5,"score":0.46895474195480347},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3795187473297119},{"id":"https://openalex.org/C188888258","wikidata":"https://www.wikidata.org/wiki/Q7353390","display_name":"Robot learning","level":4,"score":0.13322514295578003},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.05142340064048767},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-540-28645-5_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-28645-5_25","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.323.6639","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.6639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://fei.edu.br/~rbianchi/publications/sbia2004.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.59.4924","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.59.4924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.lti.pcs.usp.br/publicacoes/./BianchiRibeiroCosta04-LNAI.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1545148916","https://openalex.org/W1556040896","https://openalex.org/W1566652554","https://openalex.org/W1598748993","https://openalex.org/W1626977535","https://openalex.org/W1799762961","https://openalex.org/W1969483458","https://openalex.org/W2107726111","https://openalex.org/W2142053997","https://openalex.org/W3011120880","https://openalex.org/W3103256699"],"related_works":["https://openalex.org/W3177062893","https://openalex.org/W3125143773","https://openalex.org/W2007032764","https://openalex.org/W803550684","https://openalex.org/W2483226803","https://openalex.org/W4352977312","https://openalex.org/W4312926500","https://openalex.org/W2067280619","https://openalex.org/W4251343851","https://openalex.org/W2534140487"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
