Note on the (non-)smoothness of discrete time value functions

Simon Fischer, Sören Christensen

We consider the discrete time stopping problem \[ V(t,x) = \sup_τE_{(t,x)}[g(τ, X_τ)],\] where $X$ is a random walk. It is well known that the value function $V$ is in general not…