framework
active
framework:information-theory-predictive-synergistic-integratedInformation theory (predictive, synergistic, integrated)
Formal mathematical framework (Bialek, Tononi, etc.) proposed to characterize autonomous agents and synergies between them.
Neighborhood — ranked by edge-count
Thinkers (1)
thinker
- Giulio TononiintroducesDeveloper of integrated information theory; provides formal tools for measuring integration and consciousness in systems.
Concepts (1)
concept
- Empowermentassociated_withInformation-theoretic quantification of options available to an agent; functional measure of affordance change.
Frameworks (1)
framework
- Integrated Information Theoryrelated_toTononi et al. framework quantifying consciousness via integration; provides mathematical tools for measuring agent complexity.
Hypotheses (1)
hypothesis
- Methodological proposal to integrate knowledge from contemplative and cognitive science into AI/artificial life frameworks.
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.
- Information theory offers a language to characterize such entities and synergies between them.claim0.860Claim that information-theoretic measures are suitable to model self and agency.
- Mathematical theory of communication and information capacity; Sloman argues Schrödinger anticipated its relevance for genetic coding.
- Framework treating phenomena as information flows and exchanges; adopted by Friedman and others to model design as informational process.
- Classical quantitative theory of information; paper seeks to reconcile with qualitative domain-theoretic approaches.
- Theory that perception and cognition involve predictive coding; listed with indicators in Butlin et al. 2023.
- Formal framework by Krakauer et al. (2020) for defining an individual based on information theory.
- Chapter 6 explores whether information-theoretic models (Dretske) can ground action causation; concludes they cannot dissolve equivocation problem.
- Information-theoretic measure (Edlund et al.) characterizing interdependencies in agent-environment systems.