Preprint
Aug 2026
SkillMemo: Expert-guided Skill Memory Framework for Compositional Embodied Manipulation
Skill-Based Memory (SkillMemo) framework is proposed that implicitly decomposes long-horizon demonstrations into latent atomic skills and integrates skill-level features into a dynamic episodic memory bank for solving compositional tasks and consistently enhances both DP and VLA backbones.
Changyuan Wang, Chu-Bin Zhang, Zhen-Yu Wu et al.
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