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Model-based action planning involves cortico-cerebellar and basal ganglia networks

Model-based action planning involves cortico-cerebellar and basal ganglia networks

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4990901

Model-based action planning involves cortico-cerebellar and basal ganglia networks

About this item

Full title

Model-based action planning involves cortico-cerebellar and basal ganglia networks

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2016-08, Vol.6 (1), p.31378-31378, Article 31378

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Humans can select actions by learning, planning, or retrieving motor memories. Reinforcement Learning (RL) associates these processes with three major classes of strategies for action selection: exploratory RL learns state-action values by exploration, model-based RL uses internal models to simulate future states reached by hypothetical actions and...

Alternative Titles

Full title

Model-based action planning involves cortico-cerebellar and basal ganglia networks

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4990901

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4990901

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/srep31378

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