Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
illustration of the training mechanism taken from the SeqGAN paper The issue with RL-based methods Since we are just using a few samples to estimate the gradient of the policy at each time step, there is a very high variance in the gradient estimate from episode to episode. This makes the training