Why can we only see certain planets at certain times in the sky?

Well, honey, it's not like they are playing peek-a-boo with us. The positions of the planets in their orbits determine when they are visible from Earth. So, if Uranus isn't showing itself in the night sky, blame its cosmic game of hide-and-seek, not your stargazing skills.