KL Control / Risk-Sensitive Control

Control approach that minimizes KL divergence to a target distribution; underlies risk term in expected free energy.

Neighborhood — ranked by edge-count

paper

framework

KL Control
related_to
Control framework minimizing expected complexity; shown to be a special case of expected free energy minimization

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Control And Perception Loopframework0.718
controlconcept0.717
The act of directing a system's behavior; the objective of a regulator.
KL Divergenceconcept0.711
A measure of the difference between two probability distributions, used extensively in free energy formulations.
Intentional control taskmethod0.694
Task instructing the model to write a sentence while thinking or not thinking about a word, measuring internal representation strength.
Top-Down Attentional Controlconcept0.688
Biological analogue to ESR where top-down mechanisms detect distracting inputs and redirect processing
Control over one's environmentconcept0.684
The ability of individuals and communities to shape, own, and modify their living spaces; a prerequisite for belonging
Risk Assessmentconcept0.684
Cognitive behavior of evaluating risk, exhibited by plants according to S&C.
Homeostatic Control Loopframework0.680