Expected Ambiguity

The expected conditional entropy of outcomes given hidden states; lowering ambiguity favors states that solicit unambiguous observations.

Neighborhood — ranked by edge-count

concept

ambiguity
related_to
Multiple possible meanings for words like Alice, disambiguated by context; harder when grammar and meaning intertwine
Expected Free Energy
associated_with
Free energy expected under future outcomes; guides policy selection via epistemic and extrinsic value.

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.

Ambiguity (Expected Free Energy)concept0.787
Expected entropy of outcomes given states; resolved by selecting states that yield unambiguous outcomes.
implicationconcept0.776
Implication A → B holds in a formal context iff every object that has all attributes in A also has all in B.
Ambiguity Minimizationconcept0.757
The drive to reduce expected ambiguity about outcomes given states, leading to seeking well-lit, informative environments.
anticipationconcept0.753
Reorienting in expectation of reinforcements; a cognitive quality in plants.
Prediction Errorconcept0.744
Role in optimizing sensory states; unified treatment shows value-learning and perception share error-minimization principle.
probabilityconcept0.741
Measure of expected sensory input, core to linking value and surprise.
extentconcept0.739
The set of objects A of a formal concept (A,B).
Expected Costconcept0.738
The KL divergence between predicted and preferred outcomes, minimized by policies that realize prior preferences.