Active inference and the two-step task

Abstract Sequential decision problems distill important challenges frequently faced by humans. Through repeated interactions with an uncertain world, unknown statistics need to be learned while balancing exploration and exploitation. Reinforcement learning is a prominent method for modeling such beh...

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Bibliographic Details
Main Authors: Sam Gijsen, Miro Grundei, Felix Blankenburg
Format: Article
Language:English
Published: Nature Portfolio 2022-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-21766-4