Abstract: In this article, we propose a novel variant of path integral policy improvement with covariance matrix adaptation (PI2-CMA), which is a reinforcement learning (RL) algorithm that aims to ...

Abstract: Predictive maintenance in machines aims to anticipate failures. In rotating machines, the component that suffers the most wear and tear is the bearings. Currently, based on the Industry 4.0 ...