Dana Rose Falcone
May 05, 2015 AT 04:19 PM EDT

The Walking Dead star Seth Gilliam was arrested Sunday after police caught him going 107 mph in a 55-mph zone. The Peachtree City police also found a marijuana cigarette in Gilliam’s car, and he admitted to drinking three beers and a shot prior to driving, according to People.

Gilliam, who joined the cast in season 5 as Father Gabriel Stokes, was arrested on charges of DUI, marijuana possession, reckless driving and speeding.

The AMC show began shooting its sixth season in Senoia, Georgia—about 30 miles southwest of downtown Atlanta—where Gilliam was found around 2 a.m. Reps for AMC and Gilliam did not immediately respond to requests for comment.

For more on Gilliam’s arrest, head to People.

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