Carnegie Mellon University, Pittsburgh, PA, USA; Microsoft Research, Beijing, China; The Chinese University of Hong Kong, Hong Kong SAR, China
Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C.S. Lui, Wei Chen
Combinatorial multi-armed bandits;Variance-aware;Triggering arms;Batch-size
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms