The speaker says the first AlphaGo systems used imitation learning on expert and amateur human games before reinforcement learning.

“reinforcement learning with actually a really strong base we forget that the first alpha go systems had they were trained on expert amateur human games so they did this imitation learning first and then reinforcement learning so you kind of need those things”