Stability Via Adversarial Training of Neural Network Stochastic Control of Mean-Field Type

Julian Barreiro-Gomez, Salah Eddine Choutri, Boualem Djehiche

In this paper, we present an approach to neural network mean-field-type control and its stochastic stability analysis by means of adversarial inputs (aka adversarial attacks). This…