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Predictive representations can link model-based reinforcement learning to model-free mechanisms

Humans and animals are capable of evaluating actions by considering their long-run future rewards through a process described using model-based reinforcement learning (RL) algorithms. The mechanisms by which neural circuits perform the computations prescribed by model-based RL remain largely unknown...

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Detalles Bibliográficos
Autores principales: Russek, Evan M., Momennejad, Ida, Botvinick, Matthew M., Gershman, Samuel J., Daw, Nathaniel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5628940/
https://www.ncbi.nlm.nih.gov/pubmed/28945743
http://dx.doi.org/10.1371/journal.pcbi.1005768

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