High-dimensional stochastic control models for newsvendor problems and deep learning resolution.

Jingtang Ma Shan Yang

Published in: Ann. Oper. Res. (2024)

Keyphrases

deep learning
high dimensional
stochastic control
probabilistic model
optimal control
control problems
model selection
queueing systems
decision making
decision trees
multiscale
feature space
dynamic programming
differential equations