Which version of photoshop and operating system are you using?
Did you actually save the actions using Save Actions from the actions panel fly-out menu?
Are the actions still loaded in the actions panel?
I have photoshop cc and win 7/64bit . Yes I saved the action. And i think I found the issue it saved the action in appdata which is hidden. Researching how to make it visible.