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A cholinergic feedback circuit to regulate striatal population uncertainty and optimize reinforcement learning

Convergent evidence suggests that the basal ganglia support reinforcement learning by adjusting action values according to reward prediction errors. However, adaptive behavior in stochastic environments requires the consideration of uncertainty to dynamically adjust the learning rate. We consider ho...

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Detalles Bibliográficos
Autores principales: Franklin, Nicholas T, Frank, Michael J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4764588/
https://www.ncbi.nlm.nih.gov/pubmed/26705698
http://dx.doi.org/10.7554/eLife.12029