Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback

Alexandre Letard, Tassadit Amghar, Olivier Camp +1

Recent works on Multi-Armed Bandits (MAB) and Combinatorial Multi-Armed Bandits (COM-MAB) show good results on a global accuracy metric. This can be achieved, in the case of recomm…