Sample-Then-Optimize Batch Neural Thompson Sampling

Zhongxiang Dai, Yao Shu, Bryan Kian Hsiang Low +1

Bayesian optimization (BO), which uses a Gaussian process (GP) as a surrogate to model its objective function, is popular for black-box optimization. However, due to the limitation…