Just Jared: Melissa Gilbert Reveals Most 'Horrible' Aspect of Relationship with Rob Lowe - Melissa Gilbert is looking back at her "tumultuous" relationship with Rob Lowe. - If you didn't know, Melissa and Rob, both now 61, first started dating in 1981 when they were 17-years-old.