2020
DOI: 10.31234/osf.io/rchaf
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The Acquisition of Culturally Patterned Attention Styles under Active Inference

Abstract: This paper presents an active inference based simulation study of visual foraging and transfer learning. The goal of the simulation is to show the effect of the acquisition of culturally patterned attention styles on cognitive task performance, under active inference. We show how cultural artifacts like antique vase decorations drive cognitive functions such as perception, action and learning, as well as task performance in a simple visual discrimination task. We thus describe a new active inference based rese… Show more

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Cited by 5 publications
(4 citation statements)
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References 15 publications
(17 reference statements)
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“…Friston et al, 2016), which is understood to resolve theoretical and pragmatic questions regarding cognitive representations (Constant et al, 2021), action control (Hipólito, Baltieri, et al, 2021), agency (Clark, 2020), or phenomenology (Ramstead, Hesp, Sandved-Smith, et al, 2021). It does so by offering a multiscale model of how agents engage with their world (Bruineberg & Rietveld, 2014), accounting for the entanglement of embodiment, ecological activity, enculturation, niche construction and phenomenology in the dynamics underlying cognition (Constant et al, 2019(Constant et al, , 2020Nave et al, 2020;Ramstead, Hesp, Sandved-Smith, et al, 2021). It therefore affords a natural model of collective cognition as the participative construction of cognitive landscapes which shape (and are shaped by) the engagement of agents, generating the alignment (or lack thereof) in cultural norms, behavior, etc.…”
Section: -Implementing Agency As Unfolding Cognitive Landscapesmentioning
confidence: 99%
“…Friston et al, 2016), which is understood to resolve theoretical and pragmatic questions regarding cognitive representations (Constant et al, 2021), action control (Hipólito, Baltieri, et al, 2021), agency (Clark, 2020), or phenomenology (Ramstead, Hesp, Sandved-Smith, et al, 2021). It does so by offering a multiscale model of how agents engage with their world (Bruineberg & Rietveld, 2014), accounting for the entanglement of embodiment, ecological activity, enculturation, niche construction and phenomenology in the dynamics underlying cognition (Constant et al, 2019(Constant et al, , 2020Nave et al, 2020;Ramstead, Hesp, Sandved-Smith, et al, 2021). It therefore affords a natural model of collective cognition as the participative construction of cognitive landscapes which shape (and are shaped by) the engagement of agents, generating the alignment (or lack thereof) in cultural norms, behavior, etc.…”
Section: -Implementing Agency As Unfolding Cognitive Landscapesmentioning
confidence: 99%
“…Clark mostly discusses lingua-form perceptuals that are public, external models of the world (such as language, formula, theories; Lupyan and Clark, 2015 ). Still, such a view can include media, cultural artifacts, and the larger cultural environment to support claims regarding artifact engagements ( Constant et al, 2020a , b ). In the quoted passage, Clark’s focus is on cognition and thought.…”
Section: The Role Of the Brain In The Media MIXmentioning
confidence: 99%
“…Poirier et al view legal systems as epistemic systems composed of Markov blankets [79]. Constant et al consider active inference as a mechanism to explain culturally patterned styles of attention [80] (see also [81]).…”
Section: Societal Cognitionmentioning
confidence: 99%