Primal and dual optimal stopping with signatures

We propose two signature-based methods to solve the optimal stopping problem - that is, to price American options - in non-Markovian frameworks. Both methods rely on a global approximation result for L^p-functionals on rough path-spaces, using linear functionals of robust, rough path signatures. In the primal formulation, we present a... Show more