Tree Ensembles for Contextual Bandits

Hannes Nilsson, Rikard Johansson, Niklas à kerblom +1

We propose a new framework for contextual multi-armed bandits based on tree ensembles. Our framework adapts two widely used bandit methods, Upper Confidence Bound and Thompson Samp…