Robb was young and his head was filled with the dreams of conquering for his family and bannermen's freedom and wearing a crown of glory and honor. Show me a teenage boy who doesn't think he's immortal (you can't).

Catelyn knew better and chose to act irrationally in every available circumstance, therefore she is the most stupid.