They took off in a stolen BMW, police said.
Officers with guns drawn converged on the scene, some walking on the roof of a building.
Police also shut down nearby streets in the area of East 99th Street and Avenue J looking for robbery suspects.
They recovered the BMW and took two people into custody.
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