Robust Bayesian optimization with reinforcement learned acquisition functions

no code implementations • 2 Oct 2022 • Zijing Liu, Xiyao Qu, Xuejun Liu, Hongqiang Lyu

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 better optima.

Bayesian Optimization reinforcement-learning +1