This phase I trial studies the side effects and best dose of intraperitoneal paclitaxel when given together with doxorubicin hydrochloride and cisplatin in treating patients with stage III-IV endometrial cancer. Drugs used in chemotherapy, such as paclitaxel, doxorubicin hydrochloride, and cisplatin, work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing. Giving more than one drug (combination chemotherapy) and giving them in different ways may kill more tumor cells.