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Generalizing HJB equation for a terminal stopping time
The following is one version of the Hamilton–Jacobi–Bellman (HJB) equation:
Suppose we have a Brownian motion $W$ and a counting process $N$ with a stochastic intensity $\lambda$ on a time interval $[...