Did Hades the god of the underworld have children?

Yes. His four children were with his wife/Niece Persephone

Daughter Macaria, Goddess of Death

Daughter Melinoe, Goddess of Propitation-Offerings

Son Zagreus

Son Plutus, God of Wealth