Excellent work but I suggest a slightly different title:
"What would Stockfish Do?"
A more appropriate title; because Stockfish is a search-base system and DeepMind's approach wouldn't work without it.
Oh, btw, this is (yet another) a Neurosymbolic system of the "compiling system 2 to system 1" type.