$\epsilon$-shotgun: $\epsilon$-greedy Batch Bayesian Optimisation

George De Ath, Richard M. Everson, Jonathan E. Fieldsend +1

Bayesian optimisation is a popular, surrogate model-based approach for optimising expensive black-box functions. Given a surrogate model, the next location to expensively evaluate…