Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs, and vegetable oil until smooth. Fold in the M&Ms.
Use a cookie scoop to place the cookie dough onto a large ungreased baking sheet. Place one rolo on each cookie dough, and cover with more cookie dough. Bake for 10-12 minutes.