Los Angeles County prosecutors charged Robinson with two felony counts of drug possession and one count of being under the influence of illegal drugs.
Robinson's publicist declined comment Friday. The 36-year-old is scheduled to appear in court on August 21.
He is familiar to television audiences for his portrayal of Philbin, a warehouse foreman on "The Office." He also recently appeared in the comedy film "Pineapple Express."