Machine Learning, Optimization, Gradient Descent, Reinforcement Learning.
wait! Why do we expect our environment to be differentiable? What do we do when it isn’t? Moreover, what if it doesn’t even make sense to input a soft sample y to our environment? For example if we’re dealing with an agent in gridworld, it has to go left, right, up or down, not a combination of the