Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
actions. But, we want an efficient algorithm that will estimate this quantity using just a single sample (S_t, A_t), i.e., the state and action taken at time step t while following the policy 𝜋. This is where the REINFORCE algorithm for calculating policy gradients comes in handy. The REINFORCE