2 papers
cs.CC2025
The Algorithmic Regulator
Giulio Ruffini
The regulator theorem states that, under certain conditions, any optimal controller must embody a model of the system it regulates, grounding the idea that controllers embed, expli…
cs.LG2025
Compositional Symmetry as Compression: Lie Pseudogroup Structure in Algorithmic Agents
Giulio Ruffini
In the algorithmic (Kolmogorov) view, agents are programs that track and compress sensory streams using generative programs. We propose a framework where the relevant structural pr…