5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.AI2024
Structured Active Inference (Extended Abstract)
Toby St Clere Smithe
We introduce structured active inference, a large generalization and formalization of active inference using the tools of categorical systems theory. We cast generative models form…
math.CT2023★ 5 cited
Active Inference in String Diagrams: A Categorical Account of Predictive Processing and Free Energy
Sean Tull, Johannes Kleiner, Toby St Clere Smithe
We present a categorical formulation of the cognitive frameworks of Predictive Processing and Active Inference, expressed in terms of string diagrams interpreted in a monoidal cate…
nlin.AO2022
Compositional Active Inference II: Polynomial Dynamics. Approximate Inference Doctrines
Toby St. Clere Smithe
We develop the compositional theory of active inference by introducing activity, functorially relating statistical games to the dynamical systems which play them, using the new not…