performance question: how do you handle Autonomous Robots?

[aaronstudi]

I am trying to improve my approach to Autonomous Robots and could use some practical advice.

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

Which approach would you recommend and why?