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Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning

The mammalian brain is thought to use a version of Model-based Reinforcement Learning (MBRL) to guide “goal-directed” behavior, wherein animals consider goals and make plans to acquire desired outcomes. However, conventional MBRL algorithms do not fully explain animals' ability to rapidly adapt...

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Detalles Bibliográficos
Autores principales: Chalmers, Eric, Luczak, Artur, Gruber, Aaron J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5149552/
https://www.ncbi.nlm.nih.gov/pubmed/28018203
http://dx.doi.org/10.3389/fncom.2016.00128