MUCO: A Mani-Unit-Structured Manipulation Framework for Compositional Long-Horizon Robot Tasks.

arXiv:2610.19913v1 Announce Type: cross Abstract: Learning and executing long-horizon robot manipulation as complete task trajectories raises data-collection costs, lim?its capability reuse, and causes local failures to cascade into later task stages. We intro