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Human Reinforcement Learning Subdivides Structured Action Spaces by Learning Effector-Specific Values

Humans and animals are endowed with a large number of effectors. Although this enables great behavioral flexibility, it presents an equally formidable reinforcement learning problem of discovering which actions are most valuable because of the high dimensionality of the action space. An unresolved q...

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Bibliografiske detaljer
Main Authors: Gershman, Samuel J., Pesaran, Bijan, Daw, Nathaniel D.
Format: Artigo
Sprog:Inglês
Udgivet: Society for Neuroscience 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2796632/
https://ncbi.nlm.nih.gov/pubmed/19864565
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1523/JNEUROSCI.2469-09.2009
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