Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics

Asaf Cassel, Alon Cohen, Tomer Koren

We consider the problem of controlling an unknown linear dynamical system under a stochastic convex cost and full feedback of both the state and cost function. We present a computa…