Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted Averages

Nobuhito Manome, Shuji Shinohara, Ung-il Chung

The multi-armed bandit (MAB) problem is a classical problem that models sequential decision-making under uncertainty in reinforcement learning. In this study, we propose a new gene…