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Generalizing to generalize: Humans flexibly switch between compositional and conjunctive structures during reinforcement learning

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007720Source: DataRank Database

Generalizing to generalize: Humans flexibly switch between compositional and conjunctive structures during reinforcement learning is a research paper published in PLoS Computational Biology (2020). On theSindex it has a DataRank of 0. It has been cited 32 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access32 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 2.68)OA: goldTopics (35)IDs (PubMed, PMC, OpenAlex)Annotations (2)SDGs (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (2)

Michael J. Frank ORCID,Nicholas Franklin ORCID

Live enrichment

PubMed:32282795 PMC:PMC7179934 OpenAlex:https://openalex.org/W3016035772

NIH HHS

Grant: S10 OD025181

National Science Foundation

Grant: 1460604

How prefrontal cortex augments reinforcement learning

FWCI

2.68

Citation Percentile

0.9%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007720&type=printable

publisherhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007720&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pcbi.1007720

journalhttps://doi.org/10.1371/journal.pcbi.1007720

repositoryhttps://pubmed.ncbi.nlm.nih.gov/32282795

Fields of Study

Reinforcement Learning in RoboticsChild and Animal Learning DevelopmentNeural and Behavioral Psychology Studies05 social sciences0501 psychology and cognitive sciences

MeSH Terms

Decision MakingGeneralization, PsychologicalGeneralization, ResponseHumansLearningPhotic StimulationPsychomotor PerformanceReinforcement, Psychology

Keywords

GeneralizationTask (project management)Computer scienceReinforcement learningArtificial intelligenceMachine learningDomain (mathematical analysis)NormativeCognitive psychologyPsychologyMathematicsGeneralization, ResponseQH301-705.5Decision MakingGeneralization, PsychologicalHumansLearningBiology (General)Reinforcement, PsychologyPhotic StimulationPsychomotor PerformanceResearch Article

Sustainable Development Goals

SDG 3: 3. Good health

Generalizing to generalize: Humans flexibly switch between compositional and conjunctive structures during reinforcement learning

FAIR Checklist

Authors (2)

Funding (2 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)