2024
No-Regret Bandit Exploration based on Soft Tree Ensemble Model
NeurIPS 2024poster
We propose a novel stochastic bandit algorithm that employs reward estimates using a tree ensemble model. Specifically, our focus is on a soft tree model, a variant of the conventional decision tree that has undergone both practical and theoretical scrutiny in recent years. By deriving several non-t…