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What do Reinforcement Learning Models Measure? Interpreting Model Parameters in Cognition and Neuroscience

eScholarship (California Digital Library)(2021)10.31234/osf.io/e7kwxSource: DataRank Database

What do Reinforcement Learning Models Measure? Interpreting Model Parameters in Cognition and Neuroscience is a research paper published in eScholarship (California Digital Library) (2021). On theSindex it has a DataRank of 0. It has been cited 8 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access8 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)OA: goldTopics (28)IDs (PubMed, OpenAlex)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 (3)

Linda Wilbrecht ORCID,Anne Collins ORCID,Maria K. Eckstein ORCID

Live enrichment

PubMed:19162232 OpenAlex:https://openalex.org/W3163823993

National Institutes of Health

Grant: 5R01MH119383-03

The neural computations supporting hierarchical reinforcement learning

National Institutes of Health

Grant: 1U19NS113201-01

Towards a unified framework for dopamine signaling in the striatum

goldLicense: cc-by

https://psyarxiv.com/e7kwx/download

https://doi.org/10.31234/osf.io/e7kwx

https://escholarship.org/uc/item/0rh1h487

repositoryhttps://osf.io/e7kwx

Fields of Study

Neural and Behavioral Psychology StudiesNeural dynamics and brain functionReinforcement Learning in Robotics0301 basic medicine0303 health sciences03 medical and health sciences

Keywords

InterpretabilityReinforcement learningCognitive neuroscienceCognitionCognitive scienceComputer scienceMeasure (data warehouse)Cognitive psychologyArtificial intelligenceRational analysisPsychologyNeuroscienceComputational NeuroscienceJudgment and Decision MakingComputational ModelingNeurosciencesSocial and Behavioral SciencesBasic Behavioral and Social ScienceGeneralizabilityMental HealthBehavioral and Social ScienceMind and Body

Sustainable Development Goals

SDG 0: Quality Education