Optimal exploration strategies for finite horizon regret minimization in some adaptive control problems

Kévin Colin, Håkan Hjalmarsson, Xavier Bombois

In this work, we consider the problem of regret minimization in adaptive minimum variance and linear quadratic control problems. Regret minimization has been extensively studied in…