Block A has twice the mass of Block B. What is the relationship between the gravitational forces they exert on each other?

They are the same.
Block A's is twice as big.
Block B's is twice as big.
Block A's is one-fourth as big.

F = GMm/r^2

since the same two masses are being considered, the force is the same.