According to The AP, the comedian was taken into custody on Monday night for being drunk and disorderly.
The former News Radio actor was arrested at a restaurant in Temecula and booked for investigation of disorderly conduct involving alcohol and drugs.
Dick was released after he posted a $500 (£303) bail. He has not commented on the investigation.
The performer was arrested last year on two felony counts of sexual abuse.
In 2008, Dick was charged with suspicion of sexual battery and drug possession.
The Sober House star urged the public to "reserve judgement" about him following his 2010 arrest.
Dick recently appeared on NBC's Community and made a guest appearance last year on CSI: Crime Scene Investigation.