Publication | Open Access
Towards Foundations of Categorical Cybernetics
21
Citations
6
References
2022
Year
Artificial IntelligenceGame AiGradient DescentEngineeringInformation SecurityGame TheoryMulti-agent LearningIntelligent SystemsCommunicationComputational Game TheoryOpen LearnersTowards FoundationsRobot LearningGeneral Game PlayingGame DesignMechanism DesignCybercrimeComputer ScienceGamesSocial ComputingBusinessGame ConfrontationCyberwarfareCategorical Framework
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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