Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
gradient signifies that it is an approximation of the gradient. So, how do we go about approximating the gradient? The answer is provided by the policy gradient theorem. The derivation of the theorem is fairly interesting, but I think getting an intuitive idea will suffice for the purposes of this