concept
active
concept:pure-belief-based-scheme

Pure Belief-based Scheme

The characteristic of active inference where agents operate on probabilistic beliefs over hidden states rather than on environmental states directly.

Neighborhood — ranked by edge-count

Frameworks (1)

framework
  • Active Inference
    associated_with
    Foundational 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 edge

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

  • Pure Cognitivismframework0.745
    The view that emotions just are normative/evaluative judgments of a certain kind.
  • Pure unityconcept0.741
    The ultimate condition of living structure where the whole becomes a single, undivided entity made of beings, all rooted in the same I.
  • Belief Updatingconcept0.710
    Recursive inference of hidden states and parameters using free energy minimization.
  • Inference mechanism underlying active inference; updates posterior beliefs via gradient descent on free energy.
  • A paradigm relying on recursion equations without assignment; Linda authors compare it on DNA sequence similarity problem.
  • Message passing algorithm based on Bethe approximation.
  • Pure Featureconcept0.700
    A feature that responds to only a single latent variable, contrasted with polysemantic features
  • The path in activation space derived by fitting the representation manifold, used to steer along the geometric structure of internal representations.