How do I get agents to avoid each other?

So if I have multiple characters in a scene with the built-in Unity 3.5 navigation NavMeshAgent component on them, how do I keep them from running into each other and pushing each other around? Even if only one of them is moving around I can click somewhere and it'll run right into others and push them out of position. I thought by default they were supposed to avoid colliding with each other?