An Algorithmic Information Calculus for Causal Discovery and Reprogramming Systems

no code implementations • 15 Sep 2017 • Hector Zenil, Narsis A. Kiani, Francesco Marabita, Yue Deng, Szabolcs Elias, Angelika Schmidt, Gordon Ball, Jesper Tegnér

We demonstrate that the algorithmic information content of a system is deeply connected to its potential dynamics, thus affording an avenue for moving systems in the information-theoretic space and controlling them in the phase space.

Causal Discovery Dimensionality Reduction +1