Importance Sampling, Reinforcement Learning and Getting More From The Data You Have

A new paper hit my feed Choosing trading strategies in electronic execution using importance sampling. I’ve only encountered sampling as part of a statistical computing course as part of my PhD, and I had never strayed away from Monte Carlo sampling, but this practical example provided an intuitive understanding of its importance and utility.