mlsanityData to 14 Oct 2026

Information, Computation, Cognition. Agency-based Hierarchies of Levels

arXiv 1311.0413 ↗First posted 2 Nov 2013cs.AIcited by 1

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Abstract (arXiv)

Nature can be seen as informational structure with computational dynamics (info-computationalism), where an (info-computational) agent is needed for the potential information of the world to actualize. Starting from the definition of information as the difference in one physical system that makes a difference in another physical system, which combines Bateson and Hewitt definitions, the argument is advanced for natural computation as a computational model of the dynamics of the physical world where information processing is constantly going on, on a variety of levels of organization. This setting helps elucidating the relationships between computation, information, agency and cognition, within the common conceptual framework, which has special relevance for biology and robotics.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 2 Nov 2013.

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