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What is dopamine doing in model-based reinforcement learning?

Experiments have implicated dopamine in model-based reinforcement learning (RL). These findings are unexpected as dopamine is thought to encode a reward prediction error (RPE), which is the key teaching signal in model-free RL. Here we examine two possible accounts for dopamine’s involvement in mode...

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Detalles Bibliográficos
Publicado en:Curr Opin Behav Sci
Main Authors: Akam, Thomas, Walton, Mark E.
Formato: Artigo
Idioma:Inglês
Publicado: 2021
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7614453/
https://ncbi.nlm.nih.gov/pubmed/37082448
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.cobeha.2020.10.010
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