Richie: Hello? Is It Me You're Looking For?

Lionel Richie returned home last night to find his street barricaded off by the Bev Hills PD -- someone went thievin' in his neighborhood?!

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Though his home was spared, cops responded to an armed robbery on another house a few doors down. The suspect is still on the loose. The hold-up occurred around 10:30pm, Lionel returned home around 2:30am -- party all the night long!