Global Safe Sequential Learning via Efficient Knowledge Transfer

Cen-You Li, Olaf Duennbier, Marc Toussaint +2

Sequential learning methods, such as active learning and Bayesian optimization, aim to select the most informative data for task learning. In many applications, however, data selec…