Reinforcement Learning, Monte Carlo Method, Machine Learning, Artificial Intelligence.
Policy improvement is done by making the policy greedy with respect to the current value function. In this case, we have an action-value function, and therefore no model is needed to construct the greedy policy. 2. Policy Evaluation is done by experiencing an episode with the new policy. This new