Reinforcement Learning, Monte Carlo Method, Machine Learning.
into play and the Monte Carlo method is one of them. Monte Carlo Method The Monte Carlo method for RL learns directly from episodes of experience without any prior knowledge of MDP transitions. Here, the random component is the return or reward. Despite the differences between Monte Carlo and DP