If you do not have a favourite arcade game, attempt the ones listed above, Paxcon, Chuck Norris, Hansen's Eyebrows, Rainy Ride and Playing with Fire two.
These are all really entertaining and genuinely very simple games that anyone can pick and discover pretty immediately.