TL;DR: they arrive at a bot that can chop wood; a user-supplied script crafts a pickaxe. No actual RL agent that finds diamonds here.
However the author switches to imitation learning instead of blank-slate RL to accomplish a fraction of what the title promises. I was disappointed.