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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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Autori principali: Gustafson, Nicholas J., Daw, Nathaniel D.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2011
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC3203050/
https://ncbi.nlm.nih.gov/pubmed/22046115
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1002235
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