no code implementations • 3 Mar 2023 • Sunil Gupta, Alistair Shilton, Arun Kumar A V, Shannon Ryan, Majid Abdolshah, Hung Le, Santu Rana, Julian Berk, Mahad Rashid, Svetha Venkatesh
In this paper we introduce BO-Muse, a new approach to human-AI teaming for the optimization of expensive black-box functions.
1 code implementation • 8 Jun 2020 • Julian Berk, Sunil Gupta, Santu Rana, Svetha Venkatesh
In order to improve the performance of Bayesian optimisation, we develop a modified Gaussian process upper confidence bound (GP-UCB) acquisition function.