Robometer: Scaling General-Purpose Robotic Reward Models via Trajectory Comparisons

Anthony Liang, Yigit Korkmaz, Jiahui Zhang +14

General-purpose robot reward models are typically trained to predict absolute task progress from expert demonstrations, providing only local, frame-level supervision. While effecti…