Reinforcement Learning, Artificial Intelligence, Machine Learning, Data Science, Statistics.
be computed as the expected value of the total reward: To compute this expected value, multiple episodes are considered, each involving the agent in state ‘s’ and taking action ‘a’. For each state-action pair, diverse (s’, reward) pairs are obtained across episodes. The estimate for the expected