Arpeggio, a piano-playing robot that could easily perform at Carnegie Hall, is the over-achieving childhood musician your parents secretly always wanted.

Sometimes robots can be better than humans at playing instruments. Sometimes they’re just cooler at it. This herd of little swarm robots—which divvy up the playing between themselves ...