Archived tasks are accessible with the folder icon, shown at the top of all columns, that have an archive enabled.
Once in the Archive, right-click the card you want to un-archive, and an option to Put back on the board will be displayed.
To select multiple cards from the archive, click them with the CTRL key pressed: