How do you change your assassins weapons on brotherhood?

To give your assassins a different weapon in AC Brotherhood, you have to get them to a high enough level. Then, after going in to the pigeon coop, select an assassin you want and scroll down to the weapon symbol and push left or right to select a different weapon.