Before revision: In stochastic control one seeks to find an intervention policy that optimally controls a stochastic system. Delicate issues arise when the considered system can jump due to both exogenous shocks and endogenous controls.
After revision: In stochastic control problems delicate issues arise when the considered system can jump due to both exogenous shocks and endogenous controls.