Literature DB >> 33488462

Representation Wars: Enacting an Armistice Through Active Inference.

Axel Constant1, Andy Clark2,3,4, Karl J Friston5.   

Abstract

Over the last 30 years, representationalist and dynamicist positions in the philosophy of cognitive science have argued over whether neurocognitive processes should be viewed as representational or not. Major scientific and technological developments over the years have furnished both parties with ever more sophisticated conceptual weaponry. In recent years, an enactive generalization of predictive processing - known as active inference - has been proposed as a unifying theory of brain functions. Since then, active inference has fueled both representationalist and dynamicist campaigns. However, we believe that when diving into the formal details of active inference, one should be able to find a solution to the war; if not a peace treaty, surely an armistice of a sort. Based on an analysis of these formal details, this paper shows how both representationalist and dynamicist sensibilities can peacefully coexist within the new territory of active inference.
Copyright © 2021 Constant, Clark and Friston.

Entities:  

Keywords:  active inference; embodiment; free energy principle; philosophy of cognitive science; representationalism

Year:  2021        PMID: 33488462      PMCID: PMC7817850          DOI: 10.3389/fpsyg.2020.598733

Source DB:  PubMed          Journal:  Front Psychol        ISSN: 1664-1078


  55 in total

Review 1.  A free energy principle for the brain.

Authors:  Karl Friston; James Kilner; Lee Harrison
Journal:  J Physiol Paris       Date:  2006-11-13

2.  Active inference and epistemic value.

Authors:  Karl Friston; Francesco Rigoli; Dimitri Ognibene; Christoph Mathys; Thomas Fitzgerald; Giovanni Pezzulo
Journal:  Cogn Neurosci       Date:  2015-03-13       Impact factor: 3.065

Review 3.  Whatever next? Predictive brains, situated agents, and the future of cognitive science.

Authors:  Andy Clark
Journal:  Behav Brain Sci       Date:  2013-05-10       Impact factor: 12.579

4.  The anatomy of choice: active inference and agency.

Authors:  Karl Friston; Philipp Schwartenbeck; Thomas Fitzgerald; Michael Moutoussis; Timothy Behrens; Raymond J Dolan
Journal:  Front Hum Neurosci       Date:  2013-09-25       Impact factor: 3.169

5.  Life as we know it.

Authors:  Karl Friston
Journal:  J R Soc Interface       Date:  2013-07-03       Impact factor: 4.118

6.  Attention, uncertainty, and free-energy.

Authors:  Harriet Feldman; Karl J Friston
Journal:  Front Hum Neurosci       Date:  2010-12-02       Impact factor: 3.169

7.  Regimes of Expectations: An Active Inference Model of Social Conformity and Human Decision Making.

Authors:  Axel Constant; Maxwell J D Ramstead; Samuel P L Veissière; Karl Friston
Journal:  Front Psychol       Date:  2019-03-29

8.  The anticipating brain is not a scientist: the free-energy principle from an ecological-enactive perspective.

Authors:  Jelle Bruineberg; Julian Kiverstein; Erik Rietveld
Journal:  Synthese       Date:  2016-10-21       Impact factor: 2.908

9.  Scene Construction, Visual Foraging, and Active Inference.

Authors:  M Berk Mirza; Rick A Adams; Christoph D Mathys; Karl J Friston
Journal:  Front Comput Neurosci       Date:  2016-06-14       Impact factor: 2.380

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  2 in total

1.  Permutation Entropy as a Universal Disorder Criterion: How Disorders at Different Scale Levels Are Manifestations of the Same Underlying Principle.

Authors:  Rutger Goekoop; Roy de Kleijn
Journal:  Entropy (Basel)       Date:  2021-12-20       Impact factor: 2.524

Review 2.  How particular is the physics of the free energy principle?

Authors:  Miguel Aguilera; Beren Millidge; Alexander Tschantz; Christopher L Buckley
Journal:  Phys Life Rev       Date:  2021-11-23       Impact factor: 11.025

  2 in total

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