2017 · Neural Computation
Active Inference: A Process Theory
Friston, K., FitzGerald, T., Rigoli, F., Schwartenbeck, P., Pezzulo, G.
Active InferencePredictive Coding Free Energy PrincipleVariational Inference
Abstract
This article presents active inference as a unifying process theory for perception, action, and learning under the free-energy principle. Behaviour is cast as inference over policies that minimise expected free energy, combining epistemic (information-seeking) and pragmatic (goal-directed) drives in a single objective.
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DOI: 10.1162/NECO_a_00912