Before revision:  An optimal stopping time can then be recovered from the obtained distribution/quantile function  via the Skorokhod embedding.
After revision:  An optimal stopping time can then be recovered from the obtained distribution/quantile function , either in a straightforward way for several important cases or in general via the Skorokhod embedding.