4.8 Article

Bayesian inference with incomplete knowledge explains perceptual confidence and its deviations from accuracy

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Summary: A Bayesian framework based on partially observable Markov decision processes (POMDPs) can accurately predict subjects' confidence and explain discrepancies between confidence and choice accuracy in perceptual decision making tasks. These discrepancies are not due to sub-optimal inference or discrepant computational processes, but rather arise from incomplete knowledge of the environment.

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