Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
to pick a discrete action so that you can act the in world and be rewarded. But making a discrete choice is not differentiable, how can we learn using backpropagation? Making a discrete choice then being rewarded later comes up in a lot of places in machine learning. For example when I worked on