Reinforcement Learning, Monte Carlo Method, Machine Learning.
parameters (distribution π) being estimated than others. If these important values are emphasized by sampling more frequently, then the estimator variance can be reduced. Hence, the basic methodology in importance sampling is to choose a distribution that encourages the important values. With that