Top-Two Thompson Sampling for Contextual Top-mc Selection Problems

Xinbo Shi, Yijie Peng, Gongbo Zhang

We aim to efficiently allocate a fixed simulation budget to identify the top-mc designs for each context among a finite number of contexts. The performance of each design under a c…