Pantolino

In Pantolino, you want to create the longest centipede possible, and if you're going to do that, you need to give it more feet than anyone else's.

On a turn, roll the four dice up to three times, trying to get a large number of dice of the same color. When you stop, you can claim the shoe tile that matches the result of your dice — assuming someone else hasn't already claimed it. In the end, whoever has the longest centipede wins. (A game variant allows you to steal the shoes — and the feet! — from an opposing centipede.)