For the moment this is not yet possible out of the box.
You can however store all of the necessary cookies in a file and load them once the browser is initialized.
This can be done with the GetCookies method in combination with the OnGetCookies event. And the loading with the AddCookie method.
An example on using the cookies can be found in the AdvWebBrowser Demo folder.