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Study reveals how humans arbitrate between model-based and model-free learning strategies

Research shows people use reliability signals to choose between goal-directed planning and automatic responses, with individual differences linked to compulsivity.

1 publisher · 1 article · first seen 24 Oct 2026 · updated 14d ago

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1 publisher has covered this in 1 article since 24 Oct 2026. Nature Communications published first, on 24 October at 00:00 UTC.

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  1. Reliability-based arbitration reveals heterogeneous model-based and model-free reinforcement learning strategies linked to compulsivity and impulsivity Nature Communications ·
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