Robot manipulation papers are testing policies against real failure modes
Robot research in this window is centered on making manipulation claims survive real execution. LIBERO-Occ, UMI-Bench 1.0, and Dexterous Point Policy show the emphasis: hidden objects, physical rollout protocols, and…