Duality methods in stochastic optimal control

Abstract

We prove two duality descriptions of the value function for a generic stochastic optimal control problem. These yield sharp bounds for the value function and also hold when the diffusion is controlled, a case left open by the literature so far. We also give duality descriptions for singular control problems.

arXiv commentNew results for singular control problems