With the advancements in reinforcement learning (RL), new variants of this artificial intelligence approach have been introduced literature. This has led to increased interest using RL address complex issues diabetes management. Using RL, a decision maker (or agent) observes decision-making factors state) from dynamic operating environment, selects actions based on its optimal policy (i.e., map...