Secondary skills in Heroes 3.

How do you achieve infinite movement with the hat?

You need to have either the Rider's Gloves or the Boots of Swiftness. Manipulating them during dismounting/mounting gives you a few extra movement points. Repeating this multiple times increases the movement range, potentially to infinity!