There are probably many games that can somehow encode a halting problem if the board size is made arbitrarily large.
EDIT: This from the real abstract sounds very strange:
"Our result is also highly unusual in that all moves of both players are forced in the construction. This shows that even recognising who will win a game in which neither player has a non-trivial decision to make for the rest of the game is undecidable."