Modulation of viability signals for self-regulatory control

Published: Jul 18, 2020
Abstract
We revisit the role of instrumental value as a driver of adaptive behavior. In active inference, instrumental or extrinsic value is quantified by the information-theoretic surprisal of a set of observations measuring the extent to which those observations conform to prior beliefs or preferences. That is, an agent is expected to seek the type of evidence that is consistent with its own model of the world. For reinforcement learning tasks, the...
Paper Details
Title
Modulation of viability signals for self-regulatory control
Published Date
Jul 18, 2020
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