Human-in-the-Loop

A system design where a human provides guidance, supervision, or correction during autonomous robot operation. Human-in-the-loop approaches balance automation efficiency with human expertise for edge cases. Active learning (querying human labels for uncertain predictions) and shared autonomy (human takes over when the robot is uncertain) are human-in-the-loop paradigms.