Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis

Côme Huré, Huyên Pham, Achref Bachouch +1

This paper develops algorithms for high-dimensional stochastic control problems based on deep learning and dynamic programming. Unlike classical approximate dynamic programming app…