Dual learning processes underlying human decision-making in reversal learning tasks: Functional significance and evidence from the model fit to human behavior

Dual learning processes underlying human decision-making in reversal learning tasks: Functional significance and evidence from the model fit to human behavior

Humans are capable of correcting their actions based on actions performed in the past, and this ability enables them to adapt to a changing environment. The computational field of reinforcement learning (RL) has provided a powerful explanation for understanding such processes. Recently, the dual lea...

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Bibliographic Details
Main Authors: Yu eBai, Kentaro eKatahira, Hideki eOhira
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-08-01
Series:Frontiers in Psychology
Subjects:
Decision Making
Reversal Learning
value
Learning Rate
reinforcement learning model
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2014.00871/full

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