Probabilistic aspects of finite-fuel stochastic control

The problem is that of following the Brownian path by a nondecreasing, bounded process in such a way as to minimize the expected cost over a finite horizon. Using purely probabilistic arguments, one obtains a fairly explicit representation for the value of this problem, as well as information about the nature of the optimal process.