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How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis

Instrumental learning involves corticostriatal circuitry and the dopaminergic system. This system is typically modeled in the reinforcement learning (RL) framework by incrementally accumulating reward values of states and actions. However, human learning also implicates prefrontal cortical mechanism...

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Détails bibliographiques
Auteurs principaux: Collins, Anne G. E., Frank, Michael J.
Format: Artigo
Langue:Inglês
Publié: 2012
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3390186/
https://ncbi.nlm.nih.gov/pubmed/22487033
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1460-9568.2011.07980.x
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