Why optimal stopping problems can be treated as optimal control problems

Ok first post about mathematics. Nothing new here, but anyway; it’s just to show that I finally got to the “lets write things up before I forget it all” stage.
http://www.maths.ed.ac.uk/~s0455137/note1.pdf

The first part of the proof rests on the idea of convergence of finite measures:

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