{"id":"https://openalex.org/W4313467498","doi":"https://doi.org/10.3389/fncom.2022.1060101","title":"Importance of prefrontal meta control in human-like reinforcement learning","display_name":"Importance of prefrontal meta control in human-like reinforcement learning","publication_year":2022,"publication_date":"2022-12-21","ids":{"openalex":"https://openalex.org/W4313467498","doi":"https://doi.org/10.3389/fncom.2022.1060101","pmid":"https://pubmed.ncbi.nlm.nih.gov/36618272"},"language":"en","primary_location":{"id":"doi:10.3389/fncom.2022.1060101","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2022.1060101","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2022.1060101/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fncom.2022.1060101/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062806156","display_name":"Jee Hang Lee","orcid":"https://orcid.org/0000-0002-4337-2774"},"institutions":[{"id":"https://openalex.org/I157264075","display_name":"Sangmyung University","ror":"https://ror.org/01x4whx42","country_code":"KR","type":"education","lineage":["https://openalex.org/I157264075"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jee Hang Lee","raw_affiliation_strings":["Department of Human-Centered Artificial Intelligence, Sangmyung University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human-Centered Artificial Intelligence, Sangmyung University, Seoul, South Korea","institution_ids":["https://openalex.org/I157264075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054808675","display_name":"Joel Z. Leibo","orcid":"https://orcid.org/0000-0002-3153-916X"},"institutions":[{"id":"https://openalex.org/I4210090411","display_name":"Google DeepMind (United Kingdom)","ror":"https://ror.org/00971b260","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210090411","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I4210113297","display_name":"Google (United Kingdom)","ror":"https://ror.org/024bc3e07","country_code":"GB","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210113297","https://openalex.org/I4210128969"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joel Z. Leibo","raw_affiliation_strings":["Google DeepMind, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google DeepMind, London, United Kingdom","institution_ids":["https://openalex.org/I4210113297","https://openalex.org/I4210090411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071269557","display_name":"Su-Jin An","orcid":"https://orcid.org/0000-0003-4232-2799"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I4210101891","display_name":"Korea Institute of Brain Science","ror":"https://ror.org/017stnw60","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210101891"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Su Jin An","raw_affiliation_strings":["Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I4210101891","https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075631319","display_name":"Sang Wan Lee","orcid":"https://orcid.org/0000-0001-6266-9613"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I4210101891","display_name":"Korea Institute of Brain Science","ror":"https://ror.org/017stnw60","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210101891"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sang Wan Lee","raw_affiliation_strings":["Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Center for Neuroscience-Inspired Artificial Intelligence, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Artificial Intelligence, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","Program of Brain and Cognitive Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I4210101891","https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Center for Neuroscience-Inspired Artificial Intelligence, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Artificial Intelligence, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"KAIST Institute for Health Science and Technology, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]},{"raw_affiliation_string":"Program of Brain and Cognitive Engineering, Korea Advanced Institute of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075631319"],"corresponding_institution_ids":["https://openalex.org/I157485424","https://openalex.org/I4210101891"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.2774,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64807512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"16","issue":null,"first_page":"1060101","last_page":"1060101"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9968000054359436,"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":0.9968000054359436,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8703740835189819},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7542375326156616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7361392974853516},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.634231448173523},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5453100800514221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5248249173164368},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4505024552345276},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.34093159437179565},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18731176853179932}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8703740835189819},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7542375326156616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7361392974853516},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.634231448173523},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5453100800514221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5248249173164368},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4505024552345276},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.34093159437179565},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18731176853179932},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fncom.2022.1060101","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2022.1060101","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2022.1060101/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},{"id":"pmid:36618272","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36618272","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in computational neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:d18c86546aff43bba5651b8e74ec4b18","is_oa":true,"landing_page_url":"https://doaj.org/article/d18c86546aff43bba5651b8e74ec4b18","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Computational Neuroscience, Vol 16 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9811824","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9811824","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Comput Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fncom.2022.1060101","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fncom.2022.1060101","pdf_url":"https://www.frontiersin.org/articles/10.3389/fncom.2022.1060101/pdf","source":{"id":"https://openalex.org/S19778766","display_name":"Frontiers in Computational Neuroscience","issn_l":"1662-5188","issn":["1662-5188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Computational Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1614433425","display_name":null,"funder_award_id":"2021M3E5D2A0102249311","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1656261120","display_name":null,"funder_award_id":"2021M3E5D2A01022493","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1701955658","display_name":null,"funder_award_id":"22ZS1100","funder_id":"https://openalex.org/F4320322093","funder_display_name":"Electronics and Telecommunications Research Institute"},{"id":"https://openalex.org/G2156757918","display_name":null,"funder_award_id":"2017-0-00451","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G2829838228","display_name":null,"funder_award_id":"NRF-2019M3E5D2A01066267","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3304902948","display_name":null,"funder_award_id":"2019-0-01371","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5475530122","display_name":null,"funder_award_id":"2019M3E5D2A01066267","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5740704912","display_name":null,"funder_award_id":"2017-0-00451","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7057518710","display_name":null,"funder_award_id":"2020R1G1A1102683","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7573002573","display_name":null,"funder_award_id":"No. 2017-0-00451","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G784763946","display_name":null,"funder_award_id":"SRFCTC1603-52","funder_id":"https://openalex.org/F4320328437","funder_display_name":"Samsung Science and Technology Foundation"},{"id":"https://openalex.org/G8492177677","display_name":null,"funder_award_id":"NRF-2019M3E5D2A01066267","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320328437","display_name":"Samsung Science and Technology Foundation","ror":null},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313467498.pdf","grobid_xml":"https://content.openalex.org/works/W4313467498.grobid-xml"},"referenced_works_count":160,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W160989634","https://openalex.org/W169931978","https://openalex.org/W580437509","https://openalex.org/W609092168","https://openalex.org/W1490870370","https://openalex.org/W1492146705","https://openalex.org/W1495235237","https://openalex.org/W1515891729","https://openalex.org/W1542275754","https://openalex.org/W1542941925","https://openalex.org/W1602367833","https://openalex.org/W1626155273","https://openalex.org/W1629577552","https://openalex.org/W1652173018","https://openalex.org/W1854776945","https://openalex.org/W1941445455","https://openalex.org/W1965831205","https://openalex.org/W1975125955","https://openalex.org/W1982490126","https://openalex.org/W1983272530","https://openalex.org/W1986791396","https://openalex.org/W1988628392","https://openalex.org/W1988699227","https://openalex.org/W1994984635","https://openalex.org/W1999696971","https://openalex.org/W2000214310","https://openalex.org/W2001488773","https://openalex.org/W2012592267","https://openalex.org/W2015480153","https://openalex.org/W2023212430","https://openalex.org/W2028384357","https://openalex.org/W2029075390","https://openalex.org/W2034689767","https://openalex.org/W2036927438","https://openalex.org/W2037917209","https://openalex.org/W2040834369","https://openalex.org/W2041639631","https://openalex.org/W2043440791","https://openalex.org/W2050233777","https://openalex.org/W2057001461","https://openalex.org/W2062663664","https://openalex.org/W2069879324","https://openalex.org/W2076337359","https://openalex.org/W2077611535","https://openalex.org/W2078443730","https://openalex.org/W2081030963","https://openalex.org/W2087615164","https://openalex.org/W2088135927","https://openalex.org/W2089580004","https://openalex.org/W2090144013","https://openalex.org/W2090763917","https://openalex.org/W2091565802","https://openalex.org/W2098613458","https://openalex.org/W2100350580","https://openalex.org/W2102660061","https://openalex.org/W2102803424","https://openalex.org/W2104148727","https://openalex.org/W2104602264","https://openalex.org/W2105501219","https://openalex.org/W2106713015","https://openalex.org/W2107544712","https://openalex.org/W2109059823","https://openalex.org/W2109064800","https://openalex.org/W2111603757","https://openalex.org/W2113419089","https://openalex.org/W2113913482","https://openalex.org/W2115733720","https://openalex.org/W2117726420","https://openalex.org/W2124175081","https://openalex.org/W2126217565","https://openalex.org/W2127383694","https://openalex.org/W2128349062","https://openalex.org/W2129299900","https://openalex.org/W2140261659","https://openalex.org/W2143594200","https://openalex.org/W2145339207","https://openalex.org/W2145700613","https://openalex.org/W2149565728","https://openalex.org/W2155968351","https://openalex.org/W2160668068","https://openalex.org/W2161966552","https://openalex.org/W2167362547","https://openalex.org/W2168342951","https://openalex.org/W2169323873","https://openalex.org/W2186943879","https://openalex.org/W2226396244","https://openalex.org/W2257979135","https://openalex.org/W2274685343","https://openalex.org/W2489939061","https://openalex.org/W2497090499","https://openalex.org/W2512971201","https://openalex.org/W2526753222","https://openalex.org/W2559655401","https://openalex.org/W2575237273","https://openalex.org/W2586280139","https://openalex.org/W2587734383","https://openalex.org/W2594794854","https://openalex.org/W2610818722","https://openalex.org/W2730328371","https://openalex.org/W2739364177","https://openalex.org/W2746553466","https://openalex.org/W2766447205","https://openalex.org/W2772709170","https://openalex.org/W2787542351","https://openalex.org/W2793234362","https://openalex.org/W2902907165","https://openalex.org/W2949369413","https://openalex.org/W2961876155","https://openalex.org/W2963305465","https://openalex.org/W2963864421","https://openalex.org/W2964043796","https://openalex.org/W2967355195","https://openalex.org/W2989847975","https://openalex.org/W3002589480","https://openalex.org/W3011120880","https://openalex.org/W3022808291","https://openalex.org/W3041202696","https://openalex.org/W3118210634","https://openalex.org/W3118376159","https://openalex.org/W3121238485","https://openalex.org/W3121342653","https://openalex.org/W3139377883","https://openalex.org/W3185826690","https://openalex.org/W4214717370","https://openalex.org/W4224939737","https://openalex.org/W4233232147","https://openalex.org/W4245478579","https://openalex.org/W4287750003","https://openalex.org/W4293412117","https://openalex.org/W4295150809","https://openalex.org/W4300971732","https://openalex.org/W4302570325","https://openalex.org/W4308668992","https://openalex.org/W4379053622","https://openalex.org/W6669402789","https://openalex.org/W6675811377","https://openalex.org/W6678114464","https://openalex.org/W6678315428","https://openalex.org/W6683603353","https://openalex.org/W6684205842","https://openalex.org/W6684921986","https://openalex.org/W6692846177","https://openalex.org/W6703271639","https://openalex.org/W6729433768","https://openalex.org/W6731993595","https://openalex.org/W6735011893","https://openalex.org/W6737562511","https://openalex.org/W6740125298","https://openalex.org/W6741436713","https://openalex.org/W6744562401","https://openalex.org/W6746177919","https://openalex.org/W6746260573","https://openalex.org/W6748027132","https://openalex.org/W6749859352","https://openalex.org/W6757469721","https://openalex.org/W6780856455","https://openalex.org/W6794471905","https://openalex.org/W6810632068","https://openalex.org/W6846175522"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W2964765435"],"abstract_inverted_index":{"Recent":[0],"investigation":[1],"on":[2,35],"reinforcement":[3],"learning":[4,21,51],"(RL)":[5],"has":[6],"demonstrated":[7],"considerable":[8],"flexibility":[9],"in":[10],"dealing":[11],"with":[12],"various":[13],"problems.":[14],"However,":[15],"such":[16],"models":[17],"often":[18],"experience":[19],"difficulty":[20],"seemingly":[22],"easy":[23],"tasks":[24],"for":[25,68],"humans.":[26],"To":[27],"reconcile":[28],"the":[29,36,40,45,55,79],"discrepancy,":[30],"our":[31],"paper":[32],"is":[33],"focused":[34],"computational":[37,60],"benefits":[38],"of":[39,87],"brain's":[41,46],"RL.":[42],"We":[43],"examine":[44],"ability":[47],"to":[48,53,81,98],"combine":[49],"complementary":[50],"strategies":[52],"resolve":[54],"trade-off":[56],"between":[57],"prediction":[58],"performance,":[59],"costs,":[61],"and":[62],"time":[63],"constraints.":[64],"The":[65],"complex":[66],"need":[67],"task":[69],"performance":[70],"created":[71],"by":[72],"a":[73],"volatile":[74],"and/or":[75],"multi-agent":[76],"environment":[77],"motivates":[78],"brain":[80],"continually":[82],"explore":[83],"an":[84],"ideal":[85],"combination":[86],"multiple":[88],"strategies,":[89],"called":[90],"meta-control.":[91],"Understanding":[92],"these":[93],"functions":[94],"would":[95],"allow":[96],"us":[97],"build":[99],"human-aligned":[100],"RL":[101],"models.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
