Mercury, Mars, and Saturn images courtesy NRAO/AUI; Jupiter: ATNF/CSIRO
Yes! Astronomers discovered the first two extrasolar planets using a radio telescope.
So far no extrasolar planets have been directly detected in radio waves. Yet many astronomers think that soon we will detect such signals.