Battery Charging, or Tires Warming? (Video)
BryanB’s line-following robot “Arty” got better times with each loop at Fall Chibotica 2007.
Although a small factor, the warmth the tires got from running may have caused them to get more traction. The added traction would have then caused the robot’s tires to slip less, and the robot would go faster.