Define = number of paths starting at with exactly moves remaining that eventually leave the grid.
Key difference from knight: we're counting paths, not computing probability. And leaving the grid is success, not failure. We need to sum over from to . A path can leave on move 1, move 2, ..., or move . This dp definition has all the information needed to count paths from (r, c) with k moves.