Have your bike professionally fitted to you. It'll really make a difference. Do keep your shoulders relaxed, your elbows slightly bent and relaxed, and your head straight (I tend to tilt my head to one side and that causes me problems).

Also make sure to strengthen your core so you will be able to support your weight with your core and not by putting too much pressure on your hands.