Optimal Exploration Strategy for Regret Minimization in Unconstrained Scalar Optimization Problems

Y Wang, M Pasquini, K Colin… - arxiv preprint arxiv …, 2024 - arxiv.org
We study the problem of determining the optimal exploration strategy in an unconstrained
scalar optimization problem depending on an unknown parameter to be learned from online …