A crawl space is an unfinished, accessible area below the first floor of a building. The main purpose of insulation is to enclose the living space in a thermal envelope. Therefore, if the space below the floor is unconditioned, either the floor or walls should be insulated.
The following is a video demonstrating insulating a crawlspace.