The only time I've washed any of my belts is when I first got them, to set the dye. After that, nope. I don't think anybody in our dojo does for reasons #2 and #3.
2. It's tradition (not exactly the same as #1). 3. Washing removes your ki from the belt.
Mostly I don't because my sensei and sempai don't.