Author

Ang-Yuan Ma

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Jul 2026

GigaWorld-Policy-0.5: A Faster and Stronger WAM Empowered by AutoResearch

GigaWorld-Policy-0.5 preserves the training benefits of future visual dynamics while improving inference efficiency for robot control, and introduces a Mixture-of-Transformers architecture that separates visual dynamics modeling and action generation into specialized experts.

GigaWorld Team, Angen Ye, Ang-Yuan Ma et al. · arXiv.org · 3 citations

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. · 0 citations