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Gaze data reveal distinct choice processes underlying model-based and model-free reinforcement learning

Organisms appear to learn and make decisions using different strategies known as model-free and model-based learning; the former is mere reinforcement of previously rewarded actions and the latter is a forward-looking strategy that involves evaluation of action-state transition probabilities. Prior...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Nat Commun
Main Authors: Konovalov, Arkady, Krajbich, Ian
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4987535/
https://ncbi.nlm.nih.gov/pubmed/27511383
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms12438
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