BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL

Yu-Heng Hung, Kai-Jie Lin, Yu-Heng Lin +3

Bayesian optimization (BO) offers an efficient pipeline for optimizing black-box functions with the help of a Gaussian process prior and an acquisition function (AF). Recently, in…