{"id":"https://openalex.org/W2117195037","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251252","title":"Dynamic fuzzy Q-learning with facility of tuning and removing fuzzy rules","display_name":"Dynamic fuzzy Q-learning with facility of tuning and removing fuzzy rules","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2117195037","doi":"https://doi.org/10.1109/fuzz-ieee.2012.6251252","mag":"2117195037"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2012.6251252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-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/A5082804841","display_name":"Yu Hosoya","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yu Hosoya","raw_affiliation_strings":["Department of Mathematics and Information Sciences Graduate School of Science, Osaka Prefecture University, Sakai, Osaka, Japan","Department of Mathematics and Information Sciences, Graduate School of Science, Osaka Prefecture University, 1-1, Gakuen-cho, Naka-ku, Sakai, 599-8531, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Information Sciences Graduate School of Science, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Department of Mathematics and Information Sciences, Graduate School of Science, Osaka Prefecture University, 1-1, Gakuen-cho, Naka-ku, Sakai, 599-8531, Japan","institution_ids":["https://openalex.org/I15807432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082776031","display_name":"Motohide Umano","orcid":null},"institutions":[{"id":"https://openalex.org/I15807432","display_name":"Osaka Prefecture University","ror":"https://ror.org/02cf1je33","country_code":"JP","type":"education","lineage":["https://openalex.org/I15807432"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Motohide Umano","raw_affiliation_strings":["Department of Mathematics and Information Sciences Graduate School of Science, Osaka Prefecture University, Sakai, Osaka, Japan","Department of Mathematics and Information Sciences, Graduate School of Science, Osaka Prefecture University, 1-1, Gakuen-cho, Naka-ku, Sakai, 599-8531, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Information Sciences Graduate School of Science, Osaka Prefecture University, Sakai, Osaka, Japan","institution_ids":["https://openalex.org/I15807432"]},{"raw_affiliation_string":"Department of Mathematics and Information Sciences, Graduate School of Science, Osaka Prefecture University, 1-1, Gakuen-cho, Naka-ku, Sakai, 599-8531, Japan","institution_ids":["https://openalex.org/I15807432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082804841"],"corresponding_institution_ids":["https://openalex.org/I15807432"],"apc_list":null,"apc_paid":null,"fwci":1.7125,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86705557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1886","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.995199978351593,"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":0.995199978351593,"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":0.9781000018119812,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6688050031661987},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.6607741713523865},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.6142841577529907},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6014712452888489},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.5889096856117249},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.5391381978988647},{"id":"https://openalex.org/keywords/fuzzy-associative-matrix","display_name":"Fuzzy associative matrix","score":0.4986095428466797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.489869087934494},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4738505184650421},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.46933379769325256},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.46044620871543884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44883108139038086},{"id":"https://openalex.org/keywords/type-2-fuzzy-sets-and-systems","display_name":"Type-2 fuzzy sets and systems","score":0.4431111216545105},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4073951244354248},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39155247807502747},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33505672216415405},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.270587682723999}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6688050031661987},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.6607741713523865},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.6142841577529907},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6014712452888489},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.5889096856117249},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.5391381978988647},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.4986095428466797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.489869087934494},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4738505184650421},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.46933379769325256},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.46044620871543884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44883108139038086},{"id":"https://openalex.org/C17350324","wikidata":"https://www.wikidata.org/wiki/Q7860605","display_name":"Type-2 fuzzy sets and systems","level":5,"score":0.4431111216545105},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4073951244354248},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39155247807502747},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33505672216415405},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.270587682723999},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2012.6251252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2012.6251252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5899999737739563,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1551593752","https://openalex.org/W1950029888","https://openalex.org/W1995663008","https://openalex.org/W2024637532","https://openalex.org/W2100677568","https://openalex.org/W2117675224","https://openalex.org/W2121863487","https://openalex.org/W2129362868","https://openalex.org/W2134672787","https://openalex.org/W2142196876","https://openalex.org/W2305205647","https://openalex.org/W2312298100","https://openalex.org/W2569246184","https://openalex.org/W3041202696","https://openalex.org/W4214717370","https://openalex.org/W6640922712","https://openalex.org/W6731564232"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W2331106272","https://openalex.org/W1542808721","https://openalex.org/W173448675","https://openalex.org/W2960454922","https://openalex.org/W85606319","https://openalex.org/W116041356","https://openalex.org/W610756163","https://openalex.org/W4244152041","https://openalex.org/W2078650680"],"abstract_inverted_index":{"In":[0],"Q-learning,":[1],"it":[2],"is":[3],"very":[4],"difficult":[5],"to":[6,28,86],"design":[7],"a":[8,16],"state":[9,35],"space":[10,36],"for":[11],"given":[12],"problems.":[13],"We":[14,31,82],"propose":[15],"dynamic":[17],"fuzzy":[18,26,34,52,58,68,78],"Q-learning":[19],"with":[20,54,70,75],"facility":[21],"of":[22,37,57,67],"tuning":[23],"and":[24,48,60,65,80],"removing":[25,76],"rules":[27,47,53],"resolve":[29],"it.":[30],"dynamically":[32],"construct":[33],"the":[38,55,62,84,87,91],"continuous":[39,92],"attributes,":[40],"that":[41],"is,":[42],"we":[43],"have":[44],"no":[45],"initial":[46],"gradually":[49],"generate":[50],"new":[51],"states":[56],"sets":[59,69,79],"tune":[61],"center":[63],"values":[64],"widths":[66],"TD":[71],"(Temporal":[72],"Difference)":[73],"error":[74],"unnecessary":[77],"rules.":[81],"apply":[83],"method":[85],"pursuit":[88],"problem":[89],"in":[90],"environment.":[93]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}