Can I use a robotic pool cleaner with a solar cover?

Yes, but take the cover off before running the robot. The robot can get tangled in the cover, trapped underneath, or climb on top and push it around. Just pull the cover off for a couple hours, let the robot clean, then put it back — it takes 30 seconds and saves you a headache.