Can I reschedule my Belgium Visa appointment from the UK?

Yes, you can reschedule your visa appointment to London online only before paying the required visa fees, because once you have made the payment, the interview can not be rescheduled; you have to attend it on the given date and time. 

If you are unable to attend the interview and pay the fees, then you have to reapply for a Belgium visa from UK.