Robotics

Robotics has an evaluation problem: a single successful run proves almost nothing, yet a single successful run is what the industry publishes. This course teaches how to read robot demonstrations critically — what edits, retries, teleoperation and environment control hide — and how to design evaluations that actually predict deployed performance.