Original: Three years later, this change would be the reason why Michael Collins orbited the Moon, while Neil Armstrong and Buzz Aldrin walked on its surface.
Simplified: While he kept going around the Moon, Neil Armstrong and Buzz Aldrin landed on the lunar surface.