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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Bibliographic Details
Main Authors: Nicholas T Franklin, Michael J Frank
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2015-12-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/12029