Add water; bring to a boil. Stir in rice. Boil 1 minute, stirring constantly. Top with chicken breast halves; sprinkle with paprika. Reduce heat to low; cover and cook 20 to 25 minutes or until rice is tender, all water is absorbed and chicken is fork-tender and juices run clear. Sprinkle with olives.