{"id":"https://openalex.org/W3017784344","doi":"https://doi.org/10.1371/journal.pcbi.1008420","title":"The two kinds of free energy and the Bayesian revolution","display_name":"The two kinds of free energy and the Bayesian revolution","publication_year":2020,"publication_date":"2020-12-03","ids":{"openalex":"https://openalex.org/W3017784344","doi":"https://doi.org/10.1371/journal.pcbi.1008420","mag":"3017784344","pmid":"https://pubmed.ncbi.nlm.nih.gov/33270644"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1008420","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008420","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1008420&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":"review","indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1008420&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085415063","display_name":"Sebastian Gottwald","orcid":"https://orcid.org/0000-0003-2906-3577"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sebastian Gottwald","raw_affiliation_strings":["Institute of Neural Information Processing, Ulm University, Ulm, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2906-3577","affiliations":[{"raw_affiliation_string":"Institute of Neural Information Processing, Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103363515","display_name":"Daniel A. Braun","orcid":null},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel A. Braun","raw_affiliation_strings":["Institute of Neural Information Processing, Ulm University, Ulm, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Neural Information Processing, Ulm University, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085415063"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":3.083,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.92137554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"16","issue":"12","first_page":"e1008420","last_page":"e1008420"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.9987000226974487,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9979000091552734,"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/T10778","display_name":"Philosophy and History of Science","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/free-energy-principle","display_name":"Free energy principle","score":0.6567455530166626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6323887705802917},{"id":"https://openalex.org/keywords/action-selection","display_name":"Action selection","score":0.5854638814926147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5566883683204651},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5436093807220459},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5055217742919922},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4957073926925659},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4948276877403259},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45664188265800476},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4352143406867981},{"id":"https://openalex.org/keywords/information-theory","display_name":"Information theory","score":0.42305248975753784},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4176548719406128},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40079379081726074},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.3737269341945648},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.24902716279029846},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1756482720375061}],"concepts":[{"id":"https://openalex.org/C33553690","wikidata":"https://www.wikidata.org/wiki/Q17014702","display_name":"Free energy principle","level":2,"score":0.6567455530166626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323887705802917},{"id":"https://openalex.org/C166109690","wikidata":"https://www.wikidata.org/wiki/Q4677422","display_name":"Action selection","level":3,"score":0.5854638814926147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5566883683204651},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5436093807220459},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5055217742919922},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4957073926925659},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4948276877403259},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45664188265800476},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4352143406867981},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.42305248975753784},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4176548719406128},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40079379081726074},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.3737269341945648},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.24902716279029846},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1756482720375061},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011336","descriptor_name":"Probability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019277","descriptor_name":"Entropy","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":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}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1008420","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008420","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1008420&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:33270644","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33270644","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:arXiv.org:2004.11763","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.11763","pdf_url":"https://arxiv.org/pdf/2004.11763","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:RePEc:plo:pcbi00:1008420","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1008420","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:a6260452db4a49d8873e4c7f650ddaab","is_oa":true,"landing_page_url":"https://doaj.org/article/a6260452db4a49d8873e4c7f650ddaab","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":"PLoS Computational Biology, Vol 16, Iss 12, p e1008420 (2020)","raw_type":"article"},{"id":"pmh:oai:oparu.uni-ulm.de:123456789/38076","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:289-oparu-38076-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400353","display_name":"OPen Access Repositorium der Universit\u00e4t Ulm (OPARU) (Ulm University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I196349391","host_organization_name":"Universit\u00e4t Ulm","host_organization_lineage":["https://openalex.org/I196349391"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7714236","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7714236","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":"doi:10.18725/oparu-38014","is_oa":true,"landing_page_url":"https://doi.org/10.18725/oparu-38014","pdf_url":null,"source":{"id":"https://openalex.org/S7407052964","display_name":"Universit\u00e4t Ulm, Kommunikations- und Informationszentrum (kiz)","issn_l":null,"issn":[],"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","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1008420","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1008420","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1008420&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":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3017784344.pdf","grobid_xml":"https://content.openalex.org/works/W3017784344.grobid-xml"},"referenced_works_count":148,"referenced_works":["https://openalex.org/W49057944","https://openalex.org/W64088143","https://openalex.org/W182941180","https://openalex.org/W1481715187","https://openalex.org/W1484302880","https://openalex.org/W1487708124","https://openalex.org/W1490667783","https://openalex.org/W1511986666","https://openalex.org/W1527571715","https://openalex.org/W1530235965","https://openalex.org/W1549431774","https://openalex.org/W1550380623","https://openalex.org/W1575020259","https://openalex.org/W1589395967","https://openalex.org/W1589803317","https://openalex.org/W1934021597","https://openalex.org/W1969153009","https://openalex.org/W1971018065","https://openalex.org/W1972190631","https://openalex.org/W1979732124","https://openalex.org/W1984314602","https://openalex.org/W1989020845","https://openalex.org/W1991278573","https://openalex.org/W1993411524","https://openalex.org/W1994063459","https://openalex.org/W1995875735","https://openalex.org/W2006309149","https://openalex.org/W2007995670","https://openalex.org/W2026799324","https://openalex.org/W2027796863","https://openalex.org/W2032558547","https://openalex.org/W2047229728","https://openalex.org/W2047408445","https://openalex.org/W2049024270","https://openalex.org/W2049633694","https://openalex.org/W2053546771","https://openalex.org/W2055789905","https://openalex.org/W2059320470","https://openalex.org/W2061504687","https://openalex.org/W2077106910","https://openalex.org/W2080039641","https://openalex.org/W2093466600","https://openalex.org/W2093524643","https://openalex.org/W2098678088","https://openalex.org/W2101460669","https://openalex.org/W2101692583","https://openalex.org/W2104163628","https://openalex.org/W2107464055","https://openalex.org/W2107662876","https://openalex.org/W2108619558","https://openalex.org/W2112090857","https://openalex.org/W2114414717","https://openalex.org/W2115979064","https://openalex.org/W2119885245","https://openalex.org/W2123157758","https://openalex.org/W2127042005","https://openalex.org/W2127958135","https://openalex.org/W2128918015","https://openalex.org/W2133752818","https://openalex.org/W2137255366","https://openalex.org/W2142682453","https://openalex.org/W2144846366","https://openalex.org/W2147008239","https://openalex.org/W2147336195","https://openalex.org/W2147991156","https://openalex.org/W2148764920","https://openalex.org/W2148962857","https://openalex.org/W2149570649","https://openalex.org/W2153791616","https://openalex.org/W2154738336","https://openalex.org/W2155772159","https://openalex.org/W2156216606","https://openalex.org/W2156358825","https://openalex.org/W2169415915","https://openalex.org/W2211766770","https://openalex.org/W2237059274","https://openalex.org/W2239029832","https://openalex.org/W2260756217","https://openalex.org/W2264897026","https://openalex.org/W2323060695","https://openalex.org/W2339054975","https://openalex.org/W2398757277","https://openalex.org/W2463330366","https://openalex.org/W2479616914","https://openalex.org/W2492492049","https://openalex.org/W2516137114","https://openalex.org/W2540462820","https://openalex.org/W2551251242","https://openalex.org/W2552810632","https://openalex.org/W2564451135","https://openalex.org/W2567948266","https://openalex.org/W2579555219","https://openalex.org/W2594103415","https://openalex.org/W2623066203","https://openalex.org/W2626452129","https://openalex.org/W2756497902","https://openalex.org/W2765383588","https://openalex.org/W2782189646","https://openalex.org/W2799151646","https://openalex.org/W2808558823","https://openalex.org/W2811289501","https://openalex.org/W2883065040","https://openalex.org/W2889989645","https://openalex.org/W2890724683","https://openalex.org/W2901043664","https://openalex.org/W2905156237","https://openalex.org/W2913855895","https://openalex.org/W2917445762","https://openalex.org/W2918957485","https://openalex.org/W2934590717","https://openalex.org/W2951130352","https://openalex.org/W2953321017","https://openalex.org/W2963267001","https://openalex.org/W2963817734","https://openalex.org/W2964043796","https://openalex.org/W2964266710","https://openalex.org/W2976973594","https://openalex.org/W2982365882","https://openalex.org/W2984652911","https://openalex.org/W2994790477","https://openalex.org/W2994826077","https://openalex.org/W2996251520","https://openalex.org/W2999905431","https://openalex.org/W3004613626","https://openalex.org/W3005692502","https://openalex.org/W3006501067","https://openalex.org/W3012213176","https://openalex.org/W3017237277","https://openalex.org/W3026354358","https://openalex.org/W3037356561","https://openalex.org/W3047780075","https://openalex.org/W3100659278","https://openalex.org/W3106537191","https://openalex.org/W3123545922","https://openalex.org/W3135899442","https://openalex.org/W3140968660","https://openalex.org/W3175461480","https://openalex.org/W3193262203","https://openalex.org/W3193772286","https://openalex.org/W3211400184","https://openalex.org/W4205243556","https://openalex.org/W4237713342","https://openalex.org/W4253542043","https://openalex.org/W4256381096","https://openalex.org/W4292058084","https://openalex.org/W4299551239","https://openalex.org/W6682671827","https://openalex.org/W6768715863"],"related_works":["https://openalex.org/W1905912277","https://openalex.org/W2075237332","https://openalex.org/W2061278088","https://openalex.org/W2163103544","https://openalex.org/W3039080452","https://openalex.org/W3033899355","https://openalex.org/W2968268642","https://openalex.org/W3025482071","https://openalex.org/W4210452449","https://openalex.org/W2921877942"],"abstract_inverted_index":{"The":[0,123,146],"concept":[1],"of":[2,42,58,64,74,80,107,115,136,164,193,204,210,218],"free":[3,59,194],"energy":[4,60,195],"has":[5,13,26,34],"its":[6,16,30],"origins":[7],"in":[8,61,105,133,161,173],"19th":[9],"century":[10],"thermodynamics,":[11],"but":[12],"recently":[14],"found":[15],"way":[17],"into":[18],"the":[19,78,134,153,162,174,178,207,214],"behavioral":[20],"and":[21,33,46,90,99,117,181,185],"neural":[22],"sciences,":[23],"where":[24],"it":[25],"been":[27,36],"promoted":[28],"for":[29,130],"wide":[31],"applicability":[32],"even":[35],"suggested":[37],"as":[38,72,157,170],"a":[39,94,127],"fundamental":[40],"principle":[41],"understanding":[43],"intelligent":[44,65],"behavior":[45],"brain":[47,166],"function.":[48],"We":[49,176],"argue":[50],"that":[51,67,84,101,112,196],"there":[52],"are":[53,144],"essentially":[54],"two":[55,191],"different":[56],"notions":[57,192],"current":[62],"models":[63],"agency,":[66],"can":[68],"both":[69,197],"be":[70],"considered":[71],"applications":[73],"Bayesian":[75,165],"inference":[76,159],"to":[77,151,199,213],"problem":[79,156,160],"action":[81,103,131,154],"selection:":[82],"one":[83,100],"appears":[85],"when":[86,140],"trading":[87],"off":[88],"accuracy":[89],"uncertainty":[91,138],"based":[92],"on":[93],"general":[95],"maximum":[96],"entropy":[97],"principle,":[98],"formulates":[102],"selection":[104,132,155],"terms":[106],"minimizing":[108],"an":[109,158],"error":[110],"measure":[111],"quantifies":[113],"deviations":[114],"beliefs":[116],"policies":[118],"from":[119,206],"given":[120],"reference":[121],"models.":[122],"first":[124],"approach":[125,148],"provides":[126],"normative":[128],"rule":[129],"face":[135],"model":[137],"or":[139],"information":[141,216],"processing":[142,217],"capabilities":[143],"limited.":[145],"second":[147],"directly":[149],"aims":[150],"formulate":[152],"context":[163],"theories,":[167],"also":[168],"known":[169],"Active":[171],"Inference":[172],"literature.":[175],"elucidate":[177],"main":[179],"ideas":[180],"discuss":[182],"critical":[183],"technical":[184],"conceptual":[186],"issues":[187],"revolving":[188],"around":[189],"these":[190],"claim":[198],"apply":[200],"at":[201],"all":[202],"levels":[203],"decision-making,":[205],"high-level":[208],"deliberation":[209],"reasoning":[211],"down":[212],"low-level":[215],"perception.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
