Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization

S. Ashwin Renganathan, Jeffrey Larson, Stefan Wild

We propose a novel Bayesian method to solve the maximization of a time-dependent expensive-to-evaluate oracle. We are interested in the decision that maximizes the oracle at a fini…