We present a novel extension to the family of Soft Actor-Critic (SAC) algorithms. We argue that based on the Maximum Entropy Principle, discrete SAC can be further improved via additional statistical ...
Abstract: Aiming at the problem of sample selection of extremely imbalanced data for fault diagnosis in industrial processes, an ensemble automatic sample selector (EASS) based on the soft ...