Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs. - Shulun Chen; Runlong Zhou; Zihan Zhang; Maryam Fazel; Simon S. Du (CoRR, 2025)

ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation. - Shulun Chen; Wei Shao 006; Flora D. Salim; Hao Xue 001 (CoRR, 2025)