We will briefly introduce various types of stochastic control problems, their connections with probability and PDE, and their applications in mathematical finance. As a specific example, we consider a stochastic control problem with stopping time in a finite time horizon. In general framework, the value function, required to be continuous, is characterized as the unique viscosity solution. However, the necessary and sufficient conditions for continuity remain unclear on a bounded domain. We will discuss the possibility to generalize the existing result on sufficient conditions for the continuity by observing a sample path local behavior of the underlying random processes.