Acrylic paints are fast-drying, water-soluble paints made from pigment suspended in an acrylic polymer emulsion. They became widely popular in the mid-20th century due to their versatility, vibrant colors, and ability to mimic the effects of oil and watercolor paints while offering unique qualities like quick drying times and durability.