Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
feels like we as human often think in discrete units of thought and make discrete decisions. However, the current paradigm of fully differentiable supervised learning (A.I.’s main name to fame in the current age) doesn’t allow us to make discrete choices in our model. For the case in point, imagine