The state space is where is the number of vertices. Each state has two positions and a turn indicator. Model this as a graph where each state is a vertex. Edges represent legal moves. Each state where the mouse moves has edges to states where the mouse took a turn.
This creates a large game graph. You need to classify each state as mouse-win, cat-win, or draw using the techniques you learned earlier.
Space complexity is for the data structures used.