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Risk, Unexpected Uncertainty, and Estimation Uncertainty: Bayesian Learning in Unstable Settings

Recently, evidence has emerged that humans approach learning using Bayesian updating rather than (model-free) reinforcement algorithms in a six-arm restless bandit problem. Here, we investigate what this implies for human appreciation of uncertainty. In our task, a Bayesian learner distinguishes thr...

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Bibliografiske detaljer
Main Authors: Payzan-LeNestour, Elise, Bossaerts, Peter
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2011
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3024253/
https://ncbi.nlm.nih.gov/pubmed/21283774
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1001048
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