no code implementations • 11 Mar 2018 • Doruk Öner, Altuğ Karakurt, Atilla Eryilmaz, Cem Tekin
In this paper, we introduce the COmbinatorial Multi-Objective Multi-Armed Bandit (COMO-MAB) problem that captures the challenges of combinatorial and multi-objective online learning simultaneously.
no code implementations • 11 Mar 2018 • Eralp Turğay, Doruk Öner, Cem Tekin
Essentially, the contextual Pareto regret is the sum of the distances of the arms chosen by the learner to the context dependent Pareto front.
