Maybe, but it if it does it will not run very well. RAM is incredibly cheap.
Out of all the things to upgrade on a computer, RAM is one of the cheapest. Get more.
The current version of AE requires at least 4 GB of RAM, but Adobe recommends that you have at leat 8 GB.