Summer of Math Exposition

As a different approach to teaching reinforcement learning, in this video we start from a basic supervised learning setup and derive a state-of-the-art reinforcement learning algorithm (PPO) simply by trying to train the model with a non-differentiable loss function. Aimed at undergrads with experience with basic deep learning principles.