"The Art of Video Games" will look at gaming from the Atari system all the way up to the high-tech systems of today like PlayStation 3.
An online vote helped determine which games to feature.
The exhibit goes on display in March. It will go on a national tour after it closes in September.
The Associated Press contributed to this report.