Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
function for our agent. Now, how does our agent decide which action to pick at a particular state? This is where the concept of a policy comes in. A policy is a function 𝜋(a | s, 𝜃) parameterized by 𝜃, that outputs a probability distribution over all the actions a given the current state s of the