Yes, you can use acrylic paint on rocks––it is a recommended choice for painting rocks. Just be sure to use the right kind of acrylic paint for the intended use; for example, if the rock is to spend its days as outdoor artwork, choose an acrylic paint suitable for the outdoors. It can also be a good idea to test different paints to determine which results you prefer; different paints will produce different colors, texture or end appearance.