Machine Learning, Reinforcement Learning, AI, Artificial Intelligence.
Episodes We now understand that the goal of a MDP is simply to maximize the expected reward or return. The simplest definition of expected return is just a sum of all rewards. This formula works for tasks that are episodic — meaning they have a clear end represented by the final timestep T after