Watch a sprinting football player dodge. Their feet go in the opposite direction as they want to move the same way you move an inverted pendulum. If you want the top of an inverted pendulum to move left you move your hand to the right. It still looks very fast because you don’t see the initial ~200ms delay between deciding to doge and the point when their feet start to respond.
Most martial arts will teach their own type of footwork optimized for the style, but it’s common to use a shuffling motion which keeps people’s feet close to the ground. It allows for a more rapid change in direction but is slower and less effective than normal walking if you actually want to get somewhere. Fencing and Kendo want more mobility where wrestling and Judo wants more stability etc.