{"id":"https://openalex.org/W2149270546","doi":"https://doi.org/10.1142/s0218127406016616","title":"CHAOTIC EXPLORATION EFFECTS ON REINFORCEMENT LEARNING IN SHORTCUT MAZE TASK","display_name":"CHAOTIC EXPLORATION EFFECTS ON REINFORCEMENT LEARNING IN SHORTCUT MAZE TASK","publication_year":2006,"publication_date":"2006-10-01","ids":{"openalex":"https://openalex.org/W2149270546","doi":"https://doi.org/10.1142/s0218127406016616","mag":"2149270546"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127406016616","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127406016616","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","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/A5110196698","display_name":"Koichiro Morihiro","orcid":null},"institutions":[{"id":"https://openalex.org/I3131730746","display_name":"Himeji University","ror":"https://ror.org/031q06g37","country_code":"JP","type":"education","lineage":["https://openalex.org/I3131730746"]},{"id":"https://openalex.org/I88192956","display_name":"Hyogo University of Teacher Education","ror":"https://ror.org/00wejpz79","country_code":"JP","type":"education","lineage":["https://openalex.org/I88192956"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"KOICHIRO MORIHIRO","raw_affiliation_strings":["Himeji Institute of Technology, Hyogo 671-2201, Japan","Hyogo University of Teacher Education, Hyogo 673-1494, Japan"],"affiliations":[{"raw_affiliation_string":"Himeji Institute of Technology, Hyogo 671-2201, Japan","institution_ids":["https://openalex.org/I3131730746"]},{"raw_affiliation_string":"Hyogo University of Teacher Education, Hyogo 673-1494, Japan","institution_ids":["https://openalex.org/I88192956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016517866","display_name":"Nobuyuki Matsui","orcid":"https://orcid.org/0000-0002-6145-6461"},"institutions":[{"id":"https://openalex.org/I3131730746","display_name":"Himeji University","ror":"https://ror.org/031q06g37","country_code":"JP","type":"education","lineage":["https://openalex.org/I3131730746"]},{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"NOBUYUKI MATSUI","raw_affiliation_strings":["Graduate School of Engineering, University of Hyogo, Hyogo 671-2201, Japan","Himeji Institute of Technology, Hyogo 671-2201, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, University of Hyogo, Hyogo 671-2201, Japan","institution_ids":["https://openalex.org/I180941496"]},{"raw_affiliation_string":"Himeji Institute of Technology, Hyogo 671-2201, Japan","institution_ids":["https://openalex.org/I3131730746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022478812","display_name":"H. Nishimura","orcid":"https://orcid.org/0000-0003-1572-6747"},"institutions":[{"id":"https://openalex.org/I180941496","display_name":"University of Hyogo","ror":"https://ror.org/0151bmh98","country_code":"JP","type":"education","lineage":["https://openalex.org/I180941496"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"HARUHIKO NISHIMURA","raw_affiliation_strings":["Graduate School of Applied Informatics, University of Hyogo, Hyogo 650-0044, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Applied Informatics, University of Hyogo, Hyogo 650-0044, Japan","institution_ids":["https://openalex.org/I180941496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110196698"],"corresponding_institution_ids":["https://openalex.org/I3131730746","https://openalex.org/I88192956"],"apc_list":null,"apc_paid":null,"fwci":0.4518,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74902061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":"10","first_page":"3015","last_page":"3022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9994999766349792,"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/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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9925000071525574,"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/chaotic","display_name":"Chaotic","score":0.8641917705535889},{"id":"https://openalex.org/keywords/logistic-map","display_name":"Logistic map","score":0.7569142580032349},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.7454262375831604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.716148853302002},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6526139974594116},{"id":"https://openalex.org/keywords/pseudorandom-number-generator","display_name":"Pseudorandom number generator","score":0.6232949495315552},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5360204577445984},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5152376294136047},{"id":"https://openalex.org/keywords/random-number-generation","display_name":"Random number generation","score":0.5052335858345032},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4507841169834137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4455665349960327},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4116722643375397},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.33269670605659485},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3005833625793457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25897789001464844},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.23320478200912476},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1385539472103119},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09623992443084717},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06802287697792053}],"concepts":[{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.8641917705535889},{"id":"https://openalex.org/C205330730","wikidata":"https://www.wikidata.org/wiki/Q587182","display_name":"Logistic map","level":3,"score":0.7569142580032349},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.7454262375831604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.716148853302002},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6526139974594116},{"id":"https://openalex.org/C140642157","wikidata":"https://www.wikidata.org/wiki/Q1623338","display_name":"Pseudorandom number generator","level":2,"score":0.6232949495315552},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5360204577445984},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5152376294136047},{"id":"https://openalex.org/C201866948","wikidata":"https://www.wikidata.org/wiki/Q228206","display_name":"Random number generation","level":2,"score":0.5052335858345032},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4507841169834137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4455665349960327},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4116722643375397},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.33269670605659485},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3005833625793457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25897789001464844},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.23320478200912476},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1385539472103119},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09623992443084717},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06802287697792053},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218127406016616","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127406016616","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W132264163","https://openalex.org/W1557517019","https://openalex.org/W1570976890","https://openalex.org/W2039315777","https://openalex.org/W2107726111","https://openalex.org/W4214717370","https://openalex.org/W4300506249"],"related_works":["https://openalex.org/W2772380824","https://openalex.org/W2104480405","https://openalex.org/W2062045810","https://openalex.org/W1534576401","https://openalex.org/W2988803943","https://openalex.org/W2068428530","https://openalex.org/W3124991594","https://openalex.org/W2775374936","https://openalex.org/W3111658143","https://openalex.org/W3017028162"],"abstract_inverted_index":{"Reinforcement":[0],"learning":[1,66],"is":[2,20,76,88,133],"usually":[3],"required":[4],"in":[5,23,37,44,65,90,97,118],"the":[6,15,30,45,55,58,63,79,85,91,94,98,109,112,115,121,129,136],"process":[7],"of":[8,47,57,93,111,120,123],"trial":[9],"and":[10,14],"error":[11],"called":[12],"exploration,":[13,31],"uniform":[16],"pseudorandom":[17],"number":[18],"generator":[19,28,61,82],"considered":[21],"effective":[22],"that":[24,78],"process.":[25],"As":[26,72],"a":[27,39,67,73],"for":[29,62],"chaotic":[32,60,81],"sources":[33],"are":[34],"also":[35,127],"useful":[36],"creating":[38],"random-like":[40],"sequence":[41],"such":[42],"as":[43],"case":[46],"stochastic":[48,99],"sources.":[49],"In":[50],"this":[51],"research,":[52],"we":[53],"investigate":[54],"efficiency":[56],"deterministic":[59,80],"exploration":[64,95,124],"nonstationary":[68],"shortcut":[69],"maze":[70],"problem.":[71],"result,":[74],"it":[75],"found":[77],"based":[83],"on":[84],"logistic":[86,137],"map":[87],"better":[89],"performance":[92],"than":[96],"random":[100],"generator.":[101],"This":[102],"has":[103],"been":[104],"made":[105],"clear":[106],"by":[107],"analyzing":[108],"difference":[110],"performances":[113],"between":[114],"two":[116],"generators":[117],"terms":[119],"patterns":[122],"occurrence.":[125],"We":[126],"examine":[128],"tent":[130],"map,":[131,138],"which":[132],"homeomorphic":[134],"to":[135],"compared":[139],"with":[140],"other":[141],"generators.":[142]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
