Which film from the late 00's starring Robert Downey Jr. was directed by Guy Ritchie?

Explanation

Guy Ritchie was born in England and is a self-taught screen writer and film director. His first film, Lock, Stock and two Smoking Barrels, was released in 1998 and was an instant hit. Only two years later he enjoyed more success with the film 'Snatch', starring Brad Pitt as the Irish traveller Mickey. Besides being a famous film director Guy Richie is also known for being the ex-husband of Madonna. Lately, Ritchie directed the film 'Sherlock Holmes, starring Robert Downey Jr.