This is a Sea Pansy (Renilla reniformis). It is actually a colony of individual organisms, and is a close relative to corals and sea anemones. The Sea Pansy is a filter feeder, collecting tiny bits of nutrients from the water. They are also strongly bioluminescent, glowing a bright green when you disturb one on the beach at night.