Reinforcement Learning, Monte Carlo Method, Machine Learning.
Every-Visit MC, where: First-Visit MC: averages the returns following first visits to s Every-Visit MC: averages the returns following all the visits to s in a set of episodes Both First-Visit and Every-Visit MC methods converge to Vπ(s) as the number of visits to s goes to infinity. The