collaborators

1 paper

stat.ML2026

Multi-Armed Bandits with Arriving Arms: Sequential Screening, Dynamic Regret, and Sublinear Guarantees

Deqi Zheng, Xiaoyang Xu, Yuhong Yang

We study a stochastic multi-armed bandit problem in which the set of available arms expands over time. This setting arises in sequential experimentation when new actions or treatme…