No, you can not change the agreement yourself.  It is a contract and it was entered in to by both of you.  If you wish to modify the contract - and he does not agree - then you need to go back to court to request modification.  And have a very good reason for doing so.  Something that is akin to adding up to in the best interests of your child.  Good luck.