2 papers
cs.LG2025
Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget
Jie Bian, Vincent Y. F. Tan
The challenge of identifying the best feasible arm within a fixed budget has attracted considerable interest in recent years. However, a notable gap remains in the literature: the…
cs.LG2024
Indexed Minimum Empirical Divergence-Based Algorithms for Linear Bandits
Jie Bian, Vincent Y. F. Tan
The Indexed Minimum Empirical Divergence (IMED) algorithm is a highly effective approach that offers a stronger theoretical guarantee of the asymptotic optimality compared to the K…