The son of Ryan O’Neal and Farrah Fawcett was arrested Tuesday for alleged possession of heroin and marijuana, TheWrap.com reports.

Redmond O’Neal was arrested in Santa Monica after he reportedly ran a red light and was stopped by Santa Monica police. He was being held without bail and was scheduled to appear in court Thursday.

O’Neal, 26, has been in trouble with the police before and has gone through rehab to deal with his addiction. Besides the drug charges, he faces a possible probation violation. Among his arrests, he was reportedly found in possession of heroin in 2009 during a security check while he was serving time on drug charges in Castaic, Calif.

His father, Ryan O’Neal, is currently starring in a reality TV show on OWN with daughter Tatum, called "Ryan and Tatum: The O’Neals."