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A Flexible Mechanism of Rule Selection Enables Rapid Feature-Based Reinforcement Learning

Learning in a new environment is influenced by prior learning and experience. Correctly applying a rule that maps a context to stimuli, actions, and outcomes enables faster learning and better outcomes compared to relying on strategies for learning that are ignorant of task structure. However, it is...

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Detalles Bibliográficos
Autores principales: Balcarras, Matthew, Womelsdorf, Thilo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4811957/
https://www.ncbi.nlm.nih.gov/pubmed/27064794
http://dx.doi.org/10.3389/fnins.2016.00125