Sequential Bayesian Optimisation as a POMDP for Environment Monitoring with UAVs

Philippe Morere, Roman Marchant, Fabio Ramos

Bayesian Optimisation has gained much popularity lately, as a global optimisation technique for functions that are expensive to evaluate or unknown a priori. While classical BO foc…