{"id":"https://openalex.org/W2215520837","doi":"https://doi.org/10.1371/journal.pcbi.1004501","title":"Prospective Optimization with Limited Resources","display_name":"Prospective Optimization with Limited Resources","publication_year":2015,"publication_date":"2015-09-14","ids":{"openalex":"https://openalex.org/W2215520837","doi":"https://doi.org/10.1371/journal.pcbi.1004501","mag":"2215520837","pmid":"https://pubmed.ncbi.nlm.nih.gov/26367309"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1004501","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004501","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004501&type=printable","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://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004501&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088293095","display_name":"Joseph Snider","orcid":"https://orcid.org/0000-0002-0176-5107"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Snider","raw_affiliation_strings":["Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007781020","display_name":"Dongpyo Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongpyo Lee","raw_affiliation_strings":["Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111522616","display_name":"Howard Poizner","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Howard Poizner","raw_affiliation_strings":["Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America; Graduate Program in Neurosciences, University of California at San Diego, La Jolla, California, United States of America","Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America","Graduate Program in Neurosciences, University of California at San Diego, La Jolla, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America; Graduate Program in Neurosciences, University of California at San Diego, La Jolla, California, United States of America","institution_ids":[]},{"raw_affiliation_string":"Institute for Neural Computation, University of California at San Diego, La Jolla, California, United States of America","institution_ids":["https://openalex.org/I36258959"]},{"raw_affiliation_string":"Graduate Program in Neurosciences, University of California at San Diego, La Jolla, California, United States of America","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001544433","display_name":"Sergei Gepshtein","orcid":"https://orcid.org/0000-0002-6328-7972"},"institutions":[{"id":"https://openalex.org/I1307098950","display_name":"Salk Institute for Biological Studies","ror":"https://ror.org/03xez1567","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1307098950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sergei Gepshtein","raw_affiliation_strings":["Systems Neurobiology Laboratories, Salk Institute for Biological Studies, La Jolla, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Systems Neurobiology Laboratories, Salk Institute for Biological Studies, La Jolla, California, United States of America","institution_ids":["https://openalex.org/I1307098950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001544433"],"corresponding_institution_ids":["https://openalex.org/I1307098950"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":0.5492,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.65399665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"9","first_page":"e1004501","last_page":"e1004501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9914000034332275,"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/T10656","display_name":"Child and Animal Learning Development","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6632124185562134},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.624976634979248},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5845655798912048},{"id":"https://openalex.org/keywords/touchscreen","display_name":"Touchscreen","score":0.4779529571533203},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44573381543159485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44290122389793396},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.35813599824905396},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34564000368118286},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2206435203552246},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2182605266571045},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.21502172946929932},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2126302719116211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6632124185562134},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.624976634979248},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5845655798912048},{"id":"https://openalex.org/C2778539339","wikidata":"https://www.wikidata.org/wiki/Q165970","display_name":"Touchscreen","level":2,"score":0.4779529571533203},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44573381543159485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44290122389793396},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35813599824905396},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34564000368118286},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2206435203552246},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2182605266571045},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.21502172946929932},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2126302719116211},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"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":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","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":"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":"D012201","descriptor_name":"Reward","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012201","descriptor_name":"Reward","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012201","descriptor_name":"Reward","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":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":6,"locations":[{"id":"doi:10.1371/journal.pcbi.1004501","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004501","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004501&type=printable","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:26367309","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26367309","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:ir.ymlib.yonsei.ac.kr:22282913/156937","is_oa":true,"landing_page_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/156937","pdf_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/156937","source":{"id":"https://openalex.org/S4306400691","display_name":"YUHSpace (Yonsei University Medical Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193775966","host_organization_name":"Yonsei University","host_organization_lineage":["https://openalex.org/I193775966"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:RePEc:plo:pcbi00:1004501","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1004501","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:doaj.org/article:ad84c17b34fc42e2acee914454d9ce3b","is_oa":true,"landing_page_url":"https://doaj.org/article/ad84c17b34fc42e2acee914454d9ce3b","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 11, Iss 9, p e1004501 (2015)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4569291","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4569291","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"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"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1004501","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1004501","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1004501&type=printable","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":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4099999964237213}],"awards":[{"id":"https://openalex.org/G1372703220","display_name":null,"funder_award_id":"N00014-10-1-007","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2811237814","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G2966271965","display_name":null,"funder_award_id":"N00014-10-1-0072","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4862400020","display_name":null,"funder_award_id":"N00014-10-1-0072 (HP)","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G5452050193","display_name":null,"funder_award_id":"EY018613","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8876996369","display_name":null,"funder_award_id":"N00014","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2215520837.pdf","grobid_xml":"https://content.openalex.org/works/W2215520837.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1559990548","https://openalex.org/W1587094587","https://openalex.org/W1595634327","https://openalex.org/W1610678877","https://openalex.org/W1965700432","https://openalex.org/W1966399557","https://openalex.org/W1970890515","https://openalex.org/W1971904523","https://openalex.org/W1972983651","https://openalex.org/W1977413507","https://openalex.org/W1989388297","https://openalex.org/W1999696971","https://openalex.org/W2008455763","https://openalex.org/W2010780110","https://openalex.org/W2015058673","https://openalex.org/W2030655681","https://openalex.org/W2031711991","https://openalex.org/W2037174944","https://openalex.org/W2041946752","https://openalex.org/W2045031658","https://openalex.org/W2045833919","https://openalex.org/W2049579898","https://openalex.org/W2059569317","https://openalex.org/W2061562262","https://openalex.org/W2061874720","https://openalex.org/W2063764296","https://openalex.org/W2072748888","https://openalex.org/W2079082269","https://openalex.org/W2086878783","https://openalex.org/W2095977516","https://openalex.org/W2099430963","https://openalex.org/W2103688354","https://openalex.org/W2123220471","https://openalex.org/W2137352931","https://openalex.org/W2138270641","https://openalex.org/W2144913588","https://openalex.org/W2153416446","https://openalex.org/W2159292941","https://openalex.org/W2168359464","https://openalex.org/W2293418380","https://openalex.org/W2336416123","https://openalex.org/W2341171179","https://openalex.org/W4206439534","https://openalex.org/W4210523280","https://openalex.org/W4242073862","https://openalex.org/W4254475186","https://openalex.org/W6703161083","https://openalex.org/W6704298589"],"related_works":["https://openalex.org/W2362245340","https://openalex.org/W2016136991","https://openalex.org/W2611740235","https://openalex.org/W2548919583","https://openalex.org/W3183694079","https://openalex.org/W2549391829","https://openalex.org/W427448412","https://openalex.org/W2889992002","https://openalex.org/W2276201899","https://openalex.org/W2392155297"],"abstract_inverted_index":{"The":[0,70,76,208,276],"future":[1,141,166,184,248],"is":[2,24],"uncertain":[3],"because":[4,12],"some":[5,121,255],"forthcoming":[6],"events":[7],"are":[8],"unpredictable":[9],"and":[10,36,131,173,250],"also":[11],"our":[13,21],"ability":[14],"to":[15,79,178,225,279],"foresee":[16],"the":[17,81,100,106,109,112,116,123,129,138,154,165,183,205,234,247,261,268,273,287,293],"myriad":[18],"consequences":[19],"of":[20,41,46,57,59,111,122,125,140,149,161,171,202,210,220,233,260,283,295],"own":[22],"actions":[23,32],"limited.":[25],"Here":[26],"we":[27,152],"studied":[28],"how":[29,162,174],"humans":[30,158,197],"select":[31],"under":[33],"such":[34,264],"extrinsic":[35],"intrinsic":[37],"uncertainty,":[38],"in":[39,91,115,128,159,258],"view":[40],"an":[42,96],"exponentially":[43],"expanding":[44],"number":[45],"prospects":[47],"on":[48],"a":[49,64,67,89,92,193,216,226],"branching":[50],"multivalued":[51],"visual":[52],"stimulus.":[53],"A":[54,230],"triangular":[55],"grid":[56,113],"disks":[58,72,270],"different":[60],"sizes":[61],"scrolled":[62],"down":[63],"touchscreen":[65],"at":[66,88],"variable":[68],"speed.":[69],"larger":[71,74],"represented":[73],"rewards.":[75,142],"task":[77,119,195],"was":[78,213],"maximize":[80],"cumulative":[82],"reward":[83],"by":[84,157],"touching":[85],"one":[86],"disk":[87],"time":[90],"rapid":[93],"sequence,":[94],"forming":[95],"upward":[97],"path":[98,107],"across":[99],"grid,":[101],"while":[102],"every":[103],"step":[104],"along":[105],"constrained":[108],"part":[110],"accessible":[114],"future.":[117],"This":[118],"captured":[120],"complexity":[124],"natural":[126],"behavior":[127,146,148,236],"risky":[130],"dynamic":[132],"world,":[133],"where":[134],"ongoing":[135],"decisions":[136],"alter":[137],"landscape":[139],"By":[143],"comparing":[144],"human":[145,235],"with":[147,215],"ideal":[150],"actors,":[151],"identified":[153],"strategies":[155],"used":[156],"terms":[160],"far":[163],"into":[164,241],"they":[167,176,252],"looked":[168],"(their":[169,186],"\"depth":[170],"computation\")":[172],"often":[175],"attempted":[177],"incorporate":[179],"new":[180],"information":[181],"about":[182],"rewards":[185,249],"\"recalculation":[187],"period\").":[188],"We":[189],"found":[190],"that,":[191],"for":[192,204],"given":[194],"difficulty,":[196],"traded":[198],"off":[199],"their":[200,281],"depth":[201,282],"computation":[203,284],"recalculation":[206,288],"period.":[207],"form":[209],"this":[211],"tradeoff":[212],"consistent":[214],"complete,":[217],"brute-force":[218],"exploration":[219],"all":[221],"possible":[222],"paths":[223],"up":[224],"resource-limited":[227],"finite":[228],"depth.":[229],"step-by-step":[231],"analysis":[232],"revealed":[237],"that":[238,251],"participants":[239,277],"took":[240],"account":[242],"very":[243],"fine":[244],"distinctions":[245],"between":[246],"abstained":[253],"from":[254],"simple":[256],"heuristics":[257],"assessment":[259],"alternative":[262],"paths,":[263],"as":[265],"seeking":[266],"only":[267],"largest":[269],"or":[271,285],"avoiding":[272],"smaller":[274],"disks.":[275],"preferred":[278],"reduce":[280],"increase":[286],"period":[289],"rather":[290],"than":[291],"sacrifice":[292],"precision":[294],"computation.":[296]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}