A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC

F. Llorente, L. Martino, J. Read +1

This survey gives an overview of Monte Carlo methodologies using surrogate models, for dealing with densities which are intractable, costly, and/or noisy. This type of problem can…