Online and Reinforcement Learning

We assume that the students have taken our Machine Learning A course. In particular, we assume that the students know how to apply Hoeffding's inequality and the union bound, and have basic experience with Python and PyTorch. In case you have not taken our Machine Learning A course, or if you would like to refresh the above topics, please, check Chapters 2.1, 2.2, and 2.3 in Yevgeny Seldin. Machine Learning Lecture Notes. and the Self-Preparation Assignment.