Nonmyopic Global Optimisation via Approximate Dynamic Programming

Filippo Airaldi, Bart De Schutter, Azita Dabiri

Global optimisation to optimise expensive-to-evaluate black-box functions without gradient information. Bayesian optimisation, one of the most well-known techniques, typically empl…