I trying to get my link to open in a new tab (it must be in razor format):
Looks like you are confusing Html.ActionLink() for Url.Action(). Url.Action has no parameters to set the Target, because it only returns a URL.
Based on your current code, the anchor should probably look like:
@Reports.RunReport