Rajasthan Police Academy is equipped with a swimming pool which measures 25 x 12.70 metres and its depth varies from 3 feet to 10 feet. It was started in the year 2002. The pool has a waiting hall, separate changing rooms for ladies and gents, kitchen, store, coach room, filter plant and stands for the viewers. It can accommodate 50 persons at a time. The pool is fitted with under water lights for the convenience of night swimming. It is used for swimming practice by the trainees as well as staff and their family members. RPA has two trained swimming instructors.