Introduction to the theory and practice of modern reinforcement learning, with emphasis on temporal difference learning algorithms. Only one of the following may be counted: Artificial Intelligence 394R, Computer Science 394R, Data Science 394R, 395T (Topic: Reinforcement Learning). The equivalent of three lecture hours a week for one semester.