framework
active
framework:good-regulator-theoremGood Regulator Theorem
Theorem stating every good regulator of a system must be a model of that system.
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Frameworks (1)
framework
- Active Inferenceassociated_withFoundational framework by Karl Friston; the paper extends it to three hierarchical levels for modeling meta-awareness.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Control-theoretic principle: regulator must be isomorphic to system regulated; applied to generative models as control
- A regulator that achieves effective control; defined implicitly by the theorem as one that is a model of the system.
- The central mathematical theorem proved/expounded in the chapter.
- Entity that acts on a system to steer it towards a desired state; central to the theorem.
- The overarching problem domain: maintaining desired behavior or stability in dynamic systems through feedback or adaptive intervention.
- A result in quantum mechanics asserting deep connectedness in the fabric of space, cited as a theory touching on not-separateness.
- Active maintenance and restoration of correct anatomical pattern; central to morphogenesis and regeneration.
- Design of controllers to minimize a cost function.