Stochastic control with signatures via Riccati equations on the tensor algebra

Eduardo Abi Jaber, Elie Attal, Dimitri Sotnikov

We solve in semi-explicit form a class of non-Markovian stochastic optimal control problems with path-dependent rewards, using path signatures. We reformulate the control problem a…