{"id":"https://openalex.org/W2059808920","doi":"https://doi.org/10.1109/scis-isis.2012.6505216","title":"Loosely symmetric reasoning to cope with the speed-accuracy trade-off","display_name":"Loosely symmetric reasoning to cope with the speed-accuracy trade-off","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2059808920","doi":"https://doi.org/10.1109/scis-isis.2012.6505216","mag":"2059808920"},"language":"en","primary_location":{"id":"doi:10.1109/scis-isis.2012.6505216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence 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/A5015687151","display_name":"Yu Kohno","orcid":null},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yu Kohno","raw_affiliation_strings":["Graduate School of Tokyo Denki University, Sitama, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Tokyo Denki University, Sitama, Japan","institution_ids":["https://openalex.org/I165522056"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076653935","display_name":"Tatsuji Takahashi","orcid":"https://orcid.org/0000-0002-8891-5664"},"institutions":[{"id":"https://openalex.org/I165522056","display_name":"Tokyo Denki University","ror":"https://ror.org/01pa62v70","country_code":"JP","type":"education","lineage":["https://openalex.org/I165522056"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tatsuji Takahashi","raw_affiliation_strings":["Tokyo Denki University, Sitama, Japan"],"affiliations":[{"raw_affiliation_string":"Tokyo Denki University, Sitama, Japan","institution_ids":["https://openalex.org/I165522056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015687151"],"corresponding_institution_ids":["https://openalex.org/I165522056"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.10619862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1166","last_page":"1171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9783999919891357,"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":0.9783999919891357,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9753000140190125,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9735999703407288,"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/computer-science","display_name":"Computer science","score":0.7584352493286133},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.7023793458938599},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6676881313323975},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6613370180130005},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6193192601203918},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5259630680084229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44612589478492737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12085860967636108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7584352493286133},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.7023793458938599},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6676881313323975},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6613370180130005},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6193192601203918},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5259630680084229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44612589478492737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12085860967636108},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scis-isis.2012.6505216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scis-isis.2012.6505216","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W612246296","https://openalex.org/W1592635056","https://openalex.org/W1888434271","https://openalex.org/W1973624057","https://openalex.org/W2029098141","https://openalex.org/W2101286810","https://openalex.org/W2121863487","https://openalex.org/W2122586800","https://openalex.org/W2123713131","https://openalex.org/W2124175081","https://openalex.org/W2133469585","https://openalex.org/W2168405694","https://openalex.org/W2172128464","https://openalex.org/W2397184324","https://openalex.org/W3011865677","https://openalex.org/W4214717370","https://openalex.org/W4285719527","https://openalex.org/W6678114464","https://openalex.org/W6712417046"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W4300101996","https://openalex.org/W2165950148","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W4403053866","https://openalex.org/W2142393343","https://openalex.org/W2338854850"],"abstract_inverted_index":{"When":[0],"we":[1,9,23,29,34,56,81,126,151],"learn":[2],"from":[3],"unknown":[4],"environment":[5],"to":[6,25,51,68],"collect":[7,156],"reward,":[8],"face":[10],"speed-accuracy":[11,76],"trade-off":[12],"for":[13,75,113],"the":[14,83,116,117,120,163],"decision-making":[15,91,165],"that":[16,42,60,153,161],"agents":[17],"act.":[18],"We":[19],"will":[20],"lose":[21],"if":[22,33],"continue":[24],"act":[26,45],"greedily,":[27],"but":[28],"cannot":[30],"maximize":[31],"reward":[32,158],"search":[35],"continually.":[36],"From":[37],"experience,":[38],"it":[39,147],"is":[40,61,99,162],"assumed":[41],"human":[43,69],"beings":[44],"with":[46,53,110,129],"some":[47],"kind":[48,62],"of":[49,63,102,119],"standards":[50],"cope":[52],"trade-off.":[54],"Hence,":[55],"focused":[57],"symmetric":[58,106],"reasoning":[59],"Illogical":[64],"cognitive":[65],"properties":[66],"peculiar":[67],"beings,":[70],"as":[71,88,123,133],"a":[72,89,100,134,143],"valid":[73],"solution":[74],"tradeoff.":[77],"In":[78,108,145],"this":[79,140],"study,":[80],"simulated":[82,139],"N":[84],"armed":[85],"bandit":[86],"problem":[87],"simple":[90],"problem,":[92],"using":[93],"Loosely":[94],"Symmetric":[95],"model":[96,101,166],"(LS)":[97],"which":[98],"flexibly":[103],"and":[104,115,138],"loosely":[105],"reasoning.":[107],"addition,":[109],"theoretical":[111],"consideration":[112],"LS":[114,128],"change":[118],"reference":[121],"point":[122],"an":[124],"idea,":[125],"developed":[127],"Variable":[130],"Reference":[131],"(LSVR)":[132],"newly":[135],"improved":[136],"model,":[137],"model.":[141],"As":[142],"result,":[144],"case":[146],"has":[148],"many":[149],"choices,":[150],"confirmed":[152],"LSVR":[154],"can":[155],"overwhelming":[157],"than":[159],"UCB1":[160],"excellent":[164],"used":[167],"Go":[168],"AI.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}