Actually, if we go there, then it is the British and the French who are the guilty ones. Stalin asked them for an alliance, to contain Germany, they turned him down. Then they aided Hitler's rearmement of the Rhineland, annexation of Austria, Sudatenland and then all of Czech. They aided him by doing nothing and allowing no one else to do anything.
Oh please, Stalin wanted Poland just as much as Hitler did.