Waves that can travel through empty space are electromagnetic waves. Electromagnetic waves, such as light, radio waves, and X-rays, do not require a medium to propagate and can travel through the vacuum of space.
In contrast, mechanical waves, such as sound waves or water waves, require a medium (like air, water, or solid materials) to travel through and cannot propagate in a vacuum.