Robert studied law until he turned his attention to piano. He was a virtuoso who shunned the "false glory" of fame. He was inspired by Schubert and believed in the philosophical meaning of music, using his scores as a diary. He composed from improvisation with his wife, Clara. He wrote the song cycle Dichterlibe, which contains the songs In the Lovely Month of May and From my Tears.