Asynchronous ε-Greedy Bayesian Optimisation

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

Abstract: Batch Bayesian optimisation (BO) is a successful technique for the optimisation of expensive black-box functions. Asynchronous BO can reduce wallclock time by starting a new evaluation as soon as a...