Equivalent models for finite-fuel stochastic control

A stochastic control problem with finite-fuel constraint, of the type studied by Bene?, Shepp and Witsenhausen (1980), is solved explicitly. It is shown to be reducible to “simpler” stochastic optimization problems, such as optimal stopping and singular control for Brownian motion with unlimited fuel.