Machine Learning, Deep Learning, Artificial Intelligence, NLP, AI.
measure. You might be wondering how we could possibly calculate that, but don’t worry, it conveniently disappears. q(s, a) is a measure of the “quality” (can be thought of as value) of action a taken from state s. Now, the RHS of the policy gradient theorem is a summation over all states and all