Authors
Stephen Francis Mann
Max Planck Institute for Evolutionary Anthropology
Ross Pain
Australian National University
Michael David Kirchhoff
University of Wollongong
Abstract
Over the last fifteen years, an ambitious explanatory framework has been proposed to unify explanations across biology and cognitive science. Active inference, whose most famous tenet is the free energy principle, has inspired excitement and confusion in equal measure. Here, we lay the ground for proper critical analysis of active inference, in three ways. First, we give simplified versions of its core mathematical models. Second, we outline the historical development of active inference and its relationship to other theoretical approaches. Third, we describe three different kinds of claim -- labelled mathematical, empirical and general -- routinely made by proponents of the framework, and suggest dialectical links between them. Overall, we aim to increase philosophical understanding of active inference so that it may be more readily evaluated. This is a manuscript draft of the Introduction to the Topical Collection "The Free Energy Principle: From Biology to Cognition", forthcoming in Biology & Philosophy.
Keywords free energy principle  active inference  models  computational cognitive science
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References found in this work BETA

Vision.David Marr - 1982 - W. H. Freeman.
The Predictive Mind.Jakob Hohwy - 2013 - Oxford University Press UK.
Free-Energy and the Brain.Karl J. Friston & Klaas E. Stephan - 2007 - Synthese 159 (3):417 - 458.

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