Gateway games generally have simple rules that are easy to teach non-gamers in order to attract new players into board gaming as a hobby. But they are great even for seasoned gamers to start off your game night or play between heavier games.
King of Tokyo
Clank! In! Space!
Forbidden Desert: Thirst for Survival