Do robot lawn mowers empty themselves?

Usually, no. Most robot grass mowers do not collect clippings in a bag, so there is nothing to empty. Instead, they trim a little at a time and leave tiny grass clippings on the lawn as mulch, which can help feed the grass naturally.