evaluation question: how do you handle Robot Navigation?

[lucia_online]

I have a question about Robot Navigation that may be useful for other people working with it too.

I am particularly interested in evaluation and performance. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

Which approach would you recommend and why?