Is it possible to open EPS file with Adobe Reader? 

No, not with just the Reader. There is a free program called EPS Viewer that will do it (Windows) or drag it to Microsoft Word. Also Ghostview or Irfanview - lots of ways to do it can be found with a simple Google search like, "view eps on Windows."