Reinforcement Learning, Monte Carlo Method, Machine Learning.
and chooses whichever action leads to the best combination of reward and next state, as we did for DP. Thus, one of the primary goals of the Monte Carlo method is to estimate Q∗. The first step we need to do is evaluate a given policy π still, but instead of estimating state values Vπ(s), here we