{"id":"https://openalex.org/W3091391680","doi":"https://doi.org/10.1371/journal.pcbi.1008276","title":"Uncertainty-driven regulation of learning and exploration in adolescents: A computational account","display_name":"Uncertainty-driven regulation of learning and exploration in adolescents: A computational account","publication_year":2020,"publication_date":"2020-09-30","ids":{"openalex":"https://openalex.org/W3091391680","doi":"https://doi.org/10.1371/journal.pcbi.1008276","mag":"3091391680","pmid":"https://pubmed.ncbi.nlm.nih.gov/32997659"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1008276","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008276","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1008276","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042529459","display_name":"Marieke Jepma","orcid":"https://orcid.org/0000-0002-7903-0135"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Marieke Jepma","raw_affiliation_strings":["Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7903-0135","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064050713","display_name":"Jessica V. Schaaf","orcid":"https://orcid.org/0000-0002-4856-9592"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jessica V. Schaaf","raw_affiliation_strings":["Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083701620","display_name":"Ingmar Visser","orcid":"https://orcid.org/0000-0003-3855-2778"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ingmar Visser","raw_affiliation_strings":["Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063898620","display_name":"Hilde M. Huizenga","orcid":"https://orcid.org/0000-0002-5213-7100"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hilde M. Huizenga","raw_affiliation_strings":["Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Amsterdam, Amsterdam, the Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042529459"],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":8.4583,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.97991125,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"9","first_page":"e1008276","last_page":"e1008276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10656","display_name":"Child and Animal Learning Development","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10656","display_name":"Child and Animal Learning Development","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.581739604473114},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5503085851669312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5472292304039001},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.513678252696991},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5133528113365173},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4989151954650879},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4892122745513916},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.48008590936660767},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4403129816055298},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.42349040508270264},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10557487607002258},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08876603841781616}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.581739604473114},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5503085851669312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5472292304039001},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.513678252696991},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5133528113365173},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4989151954650879},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4892122745513916},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.48008590936660767},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4403129816055298},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.42349040508270264},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10557487607002258},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08876603841781616},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000223","descriptor_name":"Adaptation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000223","descriptor_name":"Adaptation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000223","descriptor_name":"Adaptation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005106","descriptor_name":"Exploratory Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005106","descriptor_name":"Exploratory Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005106","descriptor_name":"Exploratory Behavior","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008960","descriptor_name":"Models, Psychological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1008276","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008276","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:32997659","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32997659","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:dare.uva.nl:openaire/b917c3c8-db27-433e-9861-6fb6264714ce","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/uncertaintydriven-regulation-of-learning-and-exploration-in-adolescents(b917c3c8-db27-433e-9861-6fb6264714ce).html","pdf_url":"https://pure.uva.nl/ws/files/51468858/journal.pcbi.1008276.pdf","source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"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":"Jepma, M, Schaaf, J V, Visser, I & Huizenga, H M 2020, 'Uncertainty-driven regulation of learning and exploration in adolescents : A computational account', PLoS Computational Biology, vol. 16, no. 9, e1008276. https://doi.org/10.1371/journal.pcbi.1008276","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:plo:pcbi00:1008276","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008276","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:dare.uva.nl:publications/b917c3c8-db27-433e-9861-6fb6264714ce","is_oa":true,"landing_page_url":"http://hdl.handle.net/11245.1/b917c3c8-db27-433e-9861-6fb6264714ce","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"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":"Jepma, M, Schaaf, J V, Visser, I & Huizenga, H M 2020, 'Uncertainty-driven regulation of learning and exploration in adolescents : A computational account', PLoS Computational Biology, vol. 16, no. 9, e1008276. https://doi.org/10.1371/journal.pcbi.1008276","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:a3471e4b054c4aea9efbc4fd317e3e99","is_oa":true,"landing_page_url":"https://doaj.org/article/a3471e4b054c4aea9efbc4fd317e3e99","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 16, Iss 9, p e1008276 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7549782","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7549782","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":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/b917c3c8-db27-433e-9861-6fb6264714ce","is_oa":true,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/uncertaintydriven-regulation-of-learning-and-exploration-in-adolescents(b917c3c8-db27-433e-9861-6fb6264714ce).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, 16(9):e1008276. Public Library of Science","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1008276","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008276","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4271580214","display_name":null,"funder_award_id":"453-12-005","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G592191","display_name":null,"funder_award_id":"VICI 453-12-005","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W68436435","https://openalex.org/W160989634","https://openalex.org/W580437509","https://openalex.org/W609092168","https://openalex.org/W1536497620","https://openalex.org/W1951724000","https://openalex.org/W1973898841","https://openalex.org/W1985645068","https://openalex.org/W1986235663","https://openalex.org/W1987464952","https://openalex.org/W1988093392","https://openalex.org/W1991650519","https://openalex.org/W1998643755","https://openalex.org/W1999611081","https://openalex.org/W2004542612","https://openalex.org/W2016899938","https://openalex.org/W2024910015","https://openalex.org/W2032345561","https://openalex.org/W2040490772","https://openalex.org/W2045656233","https://openalex.org/W2050734380","https://openalex.org/W2057765075","https://openalex.org/W2067543592","https://openalex.org/W2077611535","https://openalex.org/W2084489534","https://openalex.org/W2088333881","https://openalex.org/W2090144013","https://openalex.org/W2094106666","https://openalex.org/W2096889333","https://openalex.org/W2097382951","https://openalex.org/W2101715439","https://openalex.org/W2103729454","https://openalex.org/W2105041994","https://openalex.org/W2105934661","https://openalex.org/W2107093729","https://openalex.org/W2109860023","https://openalex.org/W2121863487","https://openalex.org/W2122925528","https://openalex.org/W2123429050","https://openalex.org/W2124616048","https://openalex.org/W2132003317","https://openalex.org/W2133512499","https://openalex.org/W2134243390","https://openalex.org/W2135584693","https://openalex.org/W2147971214","https://openalex.org/W2148764920","https://openalex.org/W2154562678","https://openalex.org/W2158741413","https://openalex.org/W2167747364","https://openalex.org/W2321302382","https://openalex.org/W2336319629","https://openalex.org/W2375881150","https://openalex.org/W2410625481","https://openalex.org/W2462003052","https://openalex.org/W2472440942","https://openalex.org/W2492794003","https://openalex.org/W2540211666","https://openalex.org/W2561313130","https://openalex.org/W2578972667","https://openalex.org/W2602422862","https://openalex.org/W2736441953","https://openalex.org/W2736660860","https://openalex.org/W2768940153","https://openalex.org/W2794737920","https://openalex.org/W2946961766","https://openalex.org/W2981588505","https://openalex.org/W3020204246","https://openalex.org/W3086315876","https://openalex.org/W4214717370","https://openalex.org/W4241263290","https://openalex.org/W4248681815"],"related_works":["https://openalex.org/W2407375987","https://openalex.org/W3049691116","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158","https://openalex.org/W2106867672","https://openalex.org/W4310268968","https://openalex.org/W4297815943","https://openalex.org/W2053745677","https://openalex.org/W2189378472"],"abstract_inverted_index":{"Healthy":[0],"adults":[1],"flexibly":[2],"adapt":[3],"their":[4,39,86,224],"learning":[5,56,65,81,87,111,122,208,279,291],"strategies":[6],"to":[7,147,163,183,248,260],"ongoing":[8],"changes":[9,289],"in":[10,36,38,60,66,99,173,178,196,243,277,290],"uncertainty,":[11,55],"a":[12,106,126,154,192],"key":[13],"feature":[14],"of":[15,22,54,79,132,150,214,226,273],"adaptive":[16],"behaviour.":[17],"However,":[18,210],"the":[19,96,133,138,165,179,184,197,215,232,238,249,261,271],"developmental":[20,29,288],"trajectory":[21],"this":[23,45,144,171],"ability":[24],"is":[25],"yet":[26],"unknown,":[27],"as":[28,91],"studies":[30],"have":[31],"not":[32],"incorporated":[33],"trial-to-trial":[34,52],"variation":[35],"uncertainty":[37,93],"analyses":[40],"or":[41],"models.":[42,119],"To":[43],"address":[44],"issue,":[46],"we":[47,187],"compared":[48],"adolescents'":[49,121],"and":[50,58,137,203,230,281,292],"adults'":[51],"dynamics":[53],"rate,":[57],"exploration":[59,227,244],"two":[61],"tasks":[62,205],"that":[63,143,201,219,231,268],"assess":[64],"noisy":[67],"but":[68,170],"otherwise":[69],"stable":[70],"environments.":[71],"In":[72,153,181],"an":[73,130,148],"estimation":[74,97,185,202,262],"task-which":[75],"provides":[76],"direct":[77],"indices":[78],"trial-specific":[80],"rate-both":[82],"age":[83,158,221],"groups":[84,101,159,222],"reduced":[85,223],"rate":[88,112,272],"over":[89,168,228],"time,":[90,169,229],"self-reported":[92],"decreased.":[94],"Accordingly,":[95],"data":[98,251],"both":[100,157,220],"was":[102,145,176],"better":[103],"explained":[104],"by":[105,116,254],"Bayesian":[107,193],"model":[108],"with":[109],"dynamic":[110],"(Kalman":[113],"filter)":[114],"than":[115,237],"conventional":[117],"reinforcement-learning":[118],"Furthermore,":[120],"rates":[123,280],"asymptoted":[124],"at":[125],"higher":[127],"level,":[128],"reflecting":[129],"over-weighting":[131],"most":[134],"recent":[135],"outcome,":[136],"estimated":[139],"Kalman-filter":[140],"parameters":[141,245],"suggested":[142,218],"due":[146],"overestimation":[149],"environmental":[151,274],"volatility.":[152],"choice":[155,174,198,204,216,250],"task,":[156,186,199],"became":[160],"more":[161,236],"likely":[162],"choose":[164],"higher-valued":[166],"option":[167],"increase":[172],"accuracy":[175],"smaller":[177],"adolescents.":[180],"contrast":[182],"found":[188],"no":[189],"evidence":[190],"for":[191],"expectation-updating":[194],"process":[195],"suggesting":[200],"engage":[206],"different":[207],"processes.":[209],"our":[211],"modeling":[212],"results":[213,266],"task":[217],"degree":[225],"adolescents":[233,269],"explored":[234],"overall":[235],"adults.":[239],"Finally,":[240],"age-related":[241],"differences":[242],"from":[246,258],"fits":[247,259],"were":[252],"mediated":[253],"participants'":[255],"volatility":[256],"parameter":[257],"data.":[263],"Together,":[264],"these":[265],"suggest":[267],"overestimate":[270],"change,":[275],"resulting":[276],"elevated":[278],"increased":[282],"exploration,":[283],"which":[284],"may":[285],"help":[286],"understand":[287],"decision-making.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
