You don't want to go to bed starving because your body won't have the fuel to repair itself, but at the same time you don't want to over-eat either since you won't be burning as many calories while you sleep.
I recommend a light, healthy snack to provide your body fuel without packing on the pounds. Consider that when you starve yourself, it puts your body into storage mode, slowing down your metabolism. The very act of eating frequent, smaller meals actually helps to boost your metabolic rate.
UPDATE: Here is just one of many resources on the subject of eating more frequently to boost your metabolism:
Proper diet will increase and speed up your metabolism. It is important to never skip a meal or go on any type of starvation diet. You should always eat healthy snacks between meals. The idea is to eat frequently to prevent hunger pangs, and to keep your energy levels consistent which in turn will increase and speed up your metabolism.
Eat small, frequent meals. Extending the time between meals makes your body go into "starvation mode," which decreases your metabolism as a means to conserve energy and prevent starvation. Skipping meals does not help you cut calories or lose weight; in fact, people generally eat less overall when they eat small, frequent meals. In addition to having four to six small meals per day, eating healthy snacks will also increase metabolism.
Source: Increase Your Metabolism