The Universe as a Learning System

arXiv:2402.14423v1 Announce Type: cross
Abstract: At its microscopic level, the universe follows the laws of quantum mechanics. Focusing on the quantum trajectories of particles as followed from the hydrodynamical formulation of quantum mechanics, we propose that under general requirements, quantum systems follow a disrupted version of the gradient descent model, a basic machine learning algorithm, where the learning is distorted due to the self-organizing process of the quantum system. Such a learning process is possible only when we assume dissipation, …

abstract arxiv basic general gradient laws machine machine learning physics.data-an quant-ph quantum quantum mechanics requirements stat.ml systems the universe type universe