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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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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Russek, Evan M., Momennejad, Ida, Botvinick, Matthew M., Gershman, Samuel J., Daw, Nathaniel D.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5628940/
https://ncbi.nlm.nih.gov/pubmed/28945743
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005768
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