Learning simulations directly from data

Why learn the whole simulation at once?

What do we need to do?

• Outline how we need to characterise some objective of fit which represents the simulation probabilities.

How do we do it?

• Give the online posterior estimation algorithm as one example
• Talk about extensions, including Bayesian optimisation or MCA-ES - but we’ll cover these in another series of posts