Robust Bayesian optimization with reinforcement learned acquisition functions

Zijing Liu, Xiyao Qu, Xuejun Liu +1

In Bayesian optimization (BO) for expensive black-box optimization tasks, acquisition function (AF) guides sequential sampling and plays a pivotal role for efficient convergence to…