{"id":"https://openalex.org/W3194074259","doi":"https://doi.org/10.1093/oso/9780198862536.003.0016","title":"Fast and Slow Learning in Human-Like Intelligence","display_name":"Fast and Slow Learning in Human-Like Intelligence","publication_year":2021,"publication_date":"2021-07-13","ids":{"openalex":"https://openalex.org/W3194074259","doi":"https://doi.org/10.1093/oso/9780198862536.003.0016","mag":"3194074259"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780198862536.003.0016","pdf_url":null,"source":{"id":"https://openalex.org/S4306463708","display_name":"Oxford University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311647","https://openalex.org/P4310311648"],"host_organization_lineage_names":["University of Oxford","Oxford University Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"book-chapter","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/A5073001689","display_name":"Denis Mareschal","orcid":"https://orcid.org/0000-0002-9828-9548"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Denis Mareschal","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5065665155","display_name":"Sam Blakeman","orcid":"https://orcid.org/0000-0002-5023-7933"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sam Blakeman","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":57},"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"337"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.5566,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.5566,"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/T13106","display_name":"Neuroscience, Education and Cognitive Function","score":0.4816,"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/T10320","display_name":"Neural Networks and Applications","score":0.4626,"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":[],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.59093875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5664942},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5001495},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48532456},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4712672},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.46646273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4458344},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4375301},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.069310755},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1093/oso/9780198862536.003.0016","pdf_url":null,"source":{"id":"https://openalex.org/S4306463708","display_name":"Oxford University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311647","https://openalex.org/P4310311648"],"host_organization_lineage_names":["University of Oxford","Oxford University Press"],"type":"ebook platform"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.64}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4321636575","https://openalex.org/W35446969","https://openalex.org/W2961085424","https://openalex.org/W2741131631","https://openalex.org/W2357796999","https://openalex.org/W2156919374","https://openalex.org/W2055243143","https://openalex.org/W2045526782","https://openalex.org/W1986418932","https://openalex.org/W1984019423"],"abstract_inverted_index":{"In":[0],"this":[1],"chapter":[2],"we":[3],"review":[4],"the":[5,62,75,107],"extent":[6,76],"to":[7,77,102,132],"which":[8,40,78],"rapid":[9],"one-short":[10],"learning":[11,38,49,82,96,105,118],"or":[12,80],"fast-mapping":[13],"exists":[14,22],"in":[15,23,39,53,61,106],"human":[16,135],"learning.":[17],"We":[18,68],"find":[19],"that":[20,29,70,97,133],"it":[21,30],"both":[24],"children":[25],"and":[26,84,119],"adults,":[27],"but":[28],"is":[31,43,50],"almost":[32],"always":[33],"accompanied":[34],"by":[35,123],"slow":[36,81],"consolidated":[37],"new":[41],"knowledge":[42],"integrated":[44],"with":[45,128],"existing":[46],"knowledge-bases.":[47],"Rapid":[48],"also":[51],"present":[52,85],"a":[54,86,124],"broad":[55],"range":[56],"of":[57,64,94,134],"non-human":[58],"species,":[59],"particularly":[60],"context":[63],"high":[65],"reward":[66,71,99],"values.":[67],"argue":[69],"prediction":[72,100],"errors":[73,101],"guide":[74],"fast":[79],"dominates,":[83],"Complementary":[87],"Learning":[88],"Systems":[89],"neural":[90],"network":[91],"model":[92],"(CTDL)":[93],"cortical/hippocampal":[95],"uses":[98],"adjudicate":[103],"between":[104],"two":[108],"systems.":[109,137],"Developing":[110],"human-like":[111],"artificial":[112],"intelligence":[113],"will":[114],"require":[115],"implementing":[116],"multiple":[117],"inference":[120],"systems":[121],"governed":[122],"flexible":[125],"control":[126,136],"system":[127],"an":[129],"equal":[130],"capacity":[131]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3194074259","counts_by_year":[],"updated_date":"2025-01-18T09:49:55.624647","created_date":"2021-08-30"}