Regret Minimization in Scalar, Static, Non-linear Optimization Problems

Ying Wang, Mirko Pasquini, Kévin Colin +1

We study the problem of determining an effective exploration strategy in static and non-linear optimization problems, which depend on an unknown scalar parameter to be learned from…