You can change
http://localhost/user/download/videos?page=2
to
http://localhost/user/download/videos
To do this all you need to do when you want to fire a event. do this using javascript
history.pushState({page: 1}, "", "/user/download/videos");
You can see i provided "/user/download/videos" as argument. Just pass your desired path there.