Additively Combining Utilities and Beliefs: Research Gaps and Algorithmic Developments

Additively Combining Utilities and Beliefs: Research Gaps and Algorithmic Developments

Value-based decision making in complex environments, such as those with uncertain and volatile mapping of reward probabilities onto options, may engender computational strategies that are not necessarily optimal in terms of normative frameworks but may ensure effective learning and behavioral flexib...

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Bibliographic Details
Main Authors: Anush Ghambaryan, Boris Gutkin, Vasily Klucharev, Etienne Koechlin
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Neuroscience
Subjects:
additive strategy
uncertain and volatile environment
normalized utility
state belief
value-based decision making
one-armed bandit task
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2021.704728/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2021.704728/full

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