no code implementations • 2 Mar 2020 • Javier Garcia-Barcos, Ruben Martinez-Cantin
First, to deal with input noise and provide a safe and repeatable policy we use an improved version of unscented Bayesian optimization.
no code implementations • 26 Feb 2019 • Javier Garcia-Barcos, Ruben Martinez-Cantin
But, when compared with other acquisition functions in the sequential setting, Thompson sampling is known to perform suboptimally.