Reinforcement Learning, Monte Carlo Method, Machine Learning.
specifically, we investigated two major DP algorithms for solving MDP problems: Policy Iteration & Value Iteration. In this blog, I will walk through the basics of Monte Carlo Methods in solving RL problems. Model-Based vs. Model-Free Learning RL algorithms can be divided into two categories: