Approximate Posterior (Q)

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

• Posterior Beliefsconcept0.745
  Approximate posterior distribution over hidden states, policies, and parameters; updated by minimizing VFE
• Postpone Approximationsclaim0.737
  Approximations and prunings compose badly; cleaner to maintain precise infinite semantics until final extraction
• The approximate posterior over policies is a softmax function of the negative expected free energy.claim0.725
  Mathematical form of policy selection, eq. (10).
• partial involutionsconcept0.723
  Fixed-point free partial injective functions used as simple reversible dynamical processes in Geometry of Interaction.
• Q-learningmethod0.719
  Model-free RL algorithm used in experimental comparison; employs ε-greedy exploration.
• Mean-Field Approximationmethod0.719
  Variational technique used in active inference to tractably compute posterior beliefs.
• extentconcept0.717
  The set of objects A of a formal concept (A,B).
• Approximate Causal Abstractionconcept0.717
  Graded notion of causal abstraction measured by IIA; when IIA is alpha < 100%, the model is alpha-on-average approximately abstract.