Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity

Zhiyuan Su, Sunhao Dai, Xiao Zhang

Clustering of Bandits (CB) methods enhance sequential decision-making by grouping bandits into clusters based on similarity and incorporating cluster-level contextual information,…