Python, Monte Carlo, Monte Carlo Simulation, Importance Sampling, Machine Learning.
need to be able to choose q(x) to be high where the absolute value of p(x) times f(x) is high which is not necessarily an easy task. One example where importance sampling is used in ML is policy-based reinforcement learning. Consider the case when you want to update your policy. You want to