KL Control

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

Neighborhood — ranked by edge-count

concept

Risk
associated_with
Expected complexity component of expected free energy; minimized by risk-sensitive behavior

framework

KL Control / Risk-Sensitive Control
related_to
Control approach that minimizes KL divergence to a target distribution; underlies risk term in expected free energy.

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.

controlconcept0.783
The act of directing a system's behavior; the objective of a regulator.
KL Divergenceconcept0.757
A measure of the difference between two probability distributions, used extensively in free energy formulations.
Control And Perception Loopframework0.733
top-down controlconcept0.729
Higher levels (tissue, organ, bioelectric pattern) causally influence lower-level events; key for evolutionary and engineering interventions.
Kullback-Leibler (KL) Divergenceconcept0.712
Asymmetric measure of difference between two probability distributions.
Top-Down Attentional Controlconcept0.711
Biological analogue to ESR where top-down mechanisms detect distracting inputs and redirect processing
Homeostatic Control Loopframework0.710
Conceptual Control Conditionconcept0.710
Control directly priming consciousness ideation without inducing self-reference; yields near-zero experience claims