No expert, but I used to work at Comanche Peak Nuclear Power Plant in Glen Rose, Texas. Basically you insert the rods into the reactor to slow down the fission reaction, and withdraw them to speed up the fission reaction.
Sorry, I mis-typed. Control rods are inserted to slow the reaction. I failed to notice in the post above that they are talking about fuel rods. My error.