Nature Communications (Nov 2021)

A model for learning based on the joint estimation of stochasticity and volatility

  • Payam Piray,
  • Nathaniel D. Daw

DOI
https://doi.org/10.1038/s41467-021-26731-9
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 16

Abstract

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Human learning depends on opposing effects of two noise factors: volatility and stochasticity. Here the authors present a model of learning that shows how and why joint estimation of these factors is important for understanding healthy and pathological learning.