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Grid Cells, Place Cells, and Geodesic Generalization for Spatial Reinforcement Learning

Reinforcement learning (RL) provides an influential characterization of the brain's mechanisms for learning to make advantageous choices. An important problem, though, is how complex tasks can be represented in a way that enables efficient learning. We consider this problem through the lens of...

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Detalles Bibliográficos
Autores principales: Gustafson, Nicholas J., Daw, Nathaniel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3203050/
https://www.ncbi.nlm.nih.gov/pubmed/22046115
http://dx.doi.org/10.1371/journal.pcbi.1002235