I think OP wants to learn about the harmonic tendencies and practices of Romantic composers rather than chromatic harmony more generally, which covers a lot of styles, hence the choice of "Romantic" over "Chromatic". As for learning this style of Harmony, I highly recommend analysing works from the period (as others have suggested) or (if you're lazy like me) watching YouTube videos analysing works from the period.