Construct · 1 fields · 1 citations

model-based versus model-free learning: a standalone construct

One name. One construct. A landmark on the map.

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model-based versusmodel-free learning1 CONSTRUCTModel-based versusDAW · COMPUTATIONAL

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Computational neuroscience

two routes to choice: planning with an internal model of outcomes versus relying on cached values from past reward, arbitrated by their uncertainty.

In computational neuroscience, model-based versus model-free learning refers to two routes to choice: planning with an internal model of outcomes versus relying on cached values from past reward, arbitrated by their uncertainty. This meaning comes from Daw (2005) in Nature Neuroscience.[1]

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Nearby constructs

arbitration2 fields · 3 citationsjingle · one word, two constructslearning6 fields · 14 citationsjingle · one name, six constructsmental model3 fields · 6 citationsjingle · one phrase, three objects

References

  1. Daw, N. D., Niv, Y., & Dayan, P. (2005). Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nature Neuroscience, 8(12), 1704-1711. https://doi.org/10.1038/nn1560

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