Go back to mediation after agreement signed but before filed

At the end of mediation, an agreement was signed. If one party wants to go back to mediation to re-negotiate the agreement, is that possible as long as the signed agreement has not yet been filed with the court?

If signed before a notary public the document is binding and cannot be re-negotiated.