The problem of stochastic control with random constraints on the control signal

The paper is concerned with optimal control of a stochastic system where constraints on the control signal depend on the state of the system or the environment. This problem can be solved by reduction to a common stochastic control problem. An example is considered which is maximization of the mean time to the first crossing of the boundary.