Reinforcement Learning, Monte Carlo Method, Machine Learning.
getting to the real expected value of random variable X under target policy π. Now let’s go back to the problem we want to solve! We want: But we only have: Recall Importance Sampling, we can get: where: Gt​ is the expected return if we take action At​ in state St​. The Off-Policy Constant-α MC for