You can use htaccess or mod rewrites to force a page to equal a specific page. You can point any virtual page name or long dynamic page url to a simplified version which is actually virtual.
AS long as it is a permanent redirect – 301
AND you are NOT trying to link stuff by having the virtual links like this domain.com?page=2 domain.com?page=3 in your pages there should not be a looping problem for users or bots.
There are cleaner ways do do this at the server level but it depends on your server flavor and what you want to accomplish.
additional resources:
CAP Spring Break Notes