Rough Path Signatures: Learning Neural RDEs for Portfolio Optimization

Ali Atiah Alzahrani

We tackle high-dimensional, path-dependent valuation and control and introduce a deep BSDE/2BSDE solver that couples truncated log-signatures with a neural rough differential equat…