On the Global Convergence of Natural Actor-Critic with Two-layer Neural Network Parametrization

Mudit Gaur, Amrit Singh Bedi, Di Wang +1

Actor-critic algorithms have shown remarkable success in solving state-of-the-art decision-making problems. However, despite their empirical effectiveness, their theoretical underp…