Scaling Effects and Uncertainty Quantification in Neural Actor Critic Algorithms

Nikos Georgoudios, Konstantinos Spiliopoulos, Justin Sirignano

We investigate the neural Actor Critic algorithm using shallow neural networks for both the Actor and Critic models. The focus of this work is twofold: first, to compare the conver…