Expensive Function Optimization with Stochastic Binary Outcomes

Matthew Tesch, Jeff G. Schneider, Howie Choset

Abstract: Real world systems often have parameterized controllers which can be tuned to improve performance. Bayesian optimization methods provide for efficient optimization of these controllers, so as to re...