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A simple model for learning in volatile environments

Sound principles of statistical inference dictate that uncertainty shapes learning. In this work, we revisit the question of learning in volatile environments, in which both the first and second-order statistics of observations dynamically evolve over time. We propose a new model, the volatile Kalma...

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Detalles Bibliográficos
Autores principales: Piray, Payam, Daw, Nathaniel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329063/
https://www.ncbi.nlm.nih.gov/pubmed/32609755
http://dx.doi.org/10.1371/journal.pcbi.1007963