Reinforcement Learning, Monte Carlo Method, Machine Learning.
target policy distribution π(a∣s) by calculating the value function derived from the samples from behavior policy distribution b(a∣s). Sounds interesting, but how to do it??? Imagine we want to estimate the expected value of random variable X w.r.t. the target policy π: However, we only have the