declaratory judgment act

We all know that the doctrines of issue preclusion (collateral estoppel) and claim preclusion (res judicata) apply with equal force to both arbitration awards and court orders.  But, if your adversary brings new claims that you believe have already been determined in arbitration, where do you go to shut down those new claims — court