let me explain the other solution in a bit more detail:
The chance of Dot winning is constant in each state (1 and 2), it doesn't depend on the number of throws prior to it.
Examining state 1,
1/6 of the tosses will sum to 7, which changes the state to (2)
1/36 of the tosses will sum...