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HMMT Combinatorics 2019/5: Contessa Doesn't Like This "Game"

Source:

February 17, 2019
HMMTprobability

Problem Statement

Contessa is taking a random lattice walk in the plane, starting at (1,1)(1,1). (In a random lattice walk, one moves up, down, left, or right 11 unit with equal probability at each step.) If she lands on a point of the form (6m,6n)(6m,6n) for m,nZm,n \in \mathbb{Z}, she ascends to heaven, but if she lands on a point of the form (6m+3,6n+3)(6m+3,6n+3) for m,nZm,n \in \mathbb{Z}, she descends to hell. What is the probability she ascends to heaven?