Machine Learning, Reinforcement Learning, AI, Artificial Intelligence.
which the environment resets. The problem with this formula is that it does not work for tasks that are nonepisodic or continuous — tasks with no clear end. In these tasks the final timestep T = ∞ so what we are trying to maximize could be infinite. For continuous tasks, we define expected return