JUMBO: Scalable Multi-task Bayesian Optimization using Offline Data

Kourosh Hakhamaneshi, Pieter Abbeel, Vladimir Stojanovic +1

The goal of Multi-task Bayesian Optimization (MBO) is to minimize the number of queries required to accurately optimize a target black-box function, given access to offline evaluat…