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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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Vydáno v:PLoS Comput Biol
Hlavní autoři: Piray, Payam, Daw, Nathaniel D.
Médium: Artigo
Jazyk:Inglês
Vydáno: Public Library of Science 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7329063/
https://ncbi.nlm.nih.gov/pubmed/32609755
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1007963
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