Reinforcement Learning, Monte Carlo Method, Machine Learning.
being said, we have the following assumption if we want to use the Importance Sampling Method: b generates behavior that covers, or includes, behavior generated by π such that π(a∣s)>0 for every (s,a) pair at which b(a∣s)>0. The closer the distribution b is to distribution π, the closer we are