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Credit assignment to state-independent task representations and its relationship with model-based decision making

Model-free learning enables an agent to make better decisions based on prior experience while representing only minimal knowledge about an environment’s structure. It is generally assumed that model-free state representations are based on outcome-relevant features of the environment. Here, we challe...

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Bibliografske podrobnosti
izdano v:Proc Natl Acad Sci U S A
Main Authors: Shahar, Nitzan, Moran, Rani, Hauser, Tobias U., Kievit, Rogier A., McNamee, Daniel, Moutoussis, Michael, Dolan, Raymond J.
Format: Artigo
Jezik:Inglês
Izdano: National Academy of Sciences 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6689934/
https://ncbi.nlm.nih.gov/pubmed/31320592
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1821647116
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