3 citations · 3 across the 6 of their papers we have counts for
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cs.LG2023★ 3 cited
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…
cond-mat.stat-mech2023
Inverse square Levy walk emerging universally in goal-oriented tasks
Shuji Shinohara, Daiki Morita, Nobuhito Manome +5
The Levy walk in which the frequency of occurrence of step lengths follows a power-law distribution, can be observed in the migratory behavior of organisms at various levels. Levy…