I have wpmu set up. I give users “Author” role to my sites. When they click on “Dashboard” on the left side, it goes to site.com/wp-admin/index.php and give an error message: “Unauthorized Action”

When I remove the “index.php”, and go to site.com/wp-admin, it works fine.

How can I fix this so that my users don’t get confused.

Thanks