ProgressCompass: Embodied Progress Reward Models Are Lost Without the Right Context

Jianshu Zhang, Keliang Wu, Chengxuan Qian +6

Embodied agents now take on ever longer tasks. For long tasks, knowing only whether a task finally succeeds or fails says little; the steps along the way matter. Progress Reward Mo…