Workspace Models: Lightweight Robotic Memory via Saliency-Driven Supervision.

arXiv:2609.20820v3 Announce Type: replace-cross Abstract: Complex robotic manipulation tasks frequently require a long-term memory of past events and actions. As conditioning on full histories renders policies prone to spurious correlations and degrades perfor