Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent

Adrien Bolland, Ioannis Boukas, Mathias Berger +1

We consider the joint design and control of discrete-time stochastic dynamical systems over a finite time horizon. We formulate the problem as a multi-step optimization problem und…