It is proved that there exist stationary optimal plans for discounted dynamic programming problems, and that there exist semi-Markov ∈-optimal plans for positive dynamic programming problems. The ...

This paper proposes a new deep-learning-based algorithm for high-dimensional Bermudan option pricing. To the best of our knowledge, this is the first study of the arbitrary-order discretization scheme ...