Comment by CodiePetersen

Yeah that's a good example. Say for alpha go for instance. Without the DL network the q learner would be massive. And that's just for a board game. Imagine trying to do that for systems like moving human body parts. Every single body configuration would be a state and then you have every single possible action from each state.