An astronaut can do far more than a robot. Compare what the Surveyor and Lunakhod probes did compared to what the Apollo astronauts did on Luna.

There is also one of those human spirit issues. Do we really want to not expand beyond the geosphere and stagnate until Sol goes white dwarf?