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Task complexity interacts with state-space uncertainty in the arbitration between model-based and model-free learning

It has previously been shown that the relative reliability of model-based and model-free reinforcement-learning (RL) systems plays a role in the allocation of behavioral control between them. However, the role of task complexity in the arbitration between these two strategies remains largely unknown...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Nat Commun
Päätekijät: Kim, Dongjae, Park, Geon Yeong, O′Doherty, John P., Lee, Sang Wan
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Publishing Group UK 2019
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC6915739/
https://ncbi.nlm.nih.gov/pubmed/31844060
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-019-13632-1
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