Towards foundations of categorical cybernetics

Capucci, Matteo and Gavranovic, Bruno and Hedges, Julian and Rischel, Eigil Fjeldgren (2021) Towards foundations of categorical cybernetics. In: Applied Category Theory 2021, 2021-07-12 - 2021-07-16, University of Cambridge.

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Abstract

We propose a categorical framework for processes which interact bidirectionally with both an environment and a ‘controller’. Examples include open learners, in which the controller is an optimiser such as gradient descent, and an approach to compositional game theory closely related to open games, in which the controller is a composite of game-theoretic agents. We believe that ‘cybernetic’ is an appropriate name for the processes that can be described in this framework.

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• Item metadata

  Item type:	Conference or Workshop Item(Paper)
  ID code:	78489
  Dates:	Date Event 12 July 2021 Published 7 June 2021 Accepted
  Subjects:	Science > Mathematics > Electronic computers. Computer science
  Department:	Faculty of Science > Computer and Information Sciences
  Depositing user:	Pure Administrator
  Date deposited:	10 Nov 2021 14:27
  Last modified:	21 Nov 2024 01:41
  Related URLs:	Event https://arxiv.org/abs/2105.06332
  URI:	https://strathprints.strath.ac.uk/id/eprint/78489