Rising Multi-Armed Bandits with Known Horizons

Seockbean Song, Chenyu Gan, Youngsik Yoon +3

The Rising Multi-Armed Bandit (RMAB) framework models environments where expected rewards of arms increase with plays, which models practical scenarios where performance of each op…