claim
active
claim:curiosity-insight-decision-making-and-diverse-phenomena-can-all-be-accommodated-by-a-single-imperative-minimization-of-expected-free-energy-resolution-of-uncertaintyCuriosity, insight, decision-making, and diverse phenomena can all be accommodated by a single imperative: minimization of expected free energy (resolution of uncertainty).
Central thesis of the paper unifying cognitive phenomena under one objective function
Source paper
extracted_from(2017) · Karl Friston · Marco Lin · Chris Frith · Giovanni Pezzulo +2
Neighborhood — ranked by edge-count
Frameworks (1)
framework
- Active InferencesupportsFoundational 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 edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Describes the exploitation-exploration trade-off.
- Formalization of perception-action cycle integrating inference and decision-making.
- Foundational claim unifying action and perception within single optimization framework.
- Key insight into structure of decision-making; explains intrinsic motivation and curiosity.
- How expected free energy links to survival.
- Concise statement of the free-energy principle's unification of action and perception.
- Friston's key assertion resolving the tautology: existence implies free energy minimization, making inference inevitable.
- Any system that exists will appear to minimize free energy and therefore engage in active inference.claim0.811The reworked argument that free energy minimization is a corollary of existence, not a prerequisite.