Actually in studies I saw posted on HN it's been proven willpower is not a muscle but a resource. However you can use more of that precious resource for things that matter by building up habits and avoiding unnecessary situations which drain your willpower. That said, physical state affects willpower level, so exercises and meditation do help a lot.