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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Zhen-Yu Wu

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Preprint Oct 2026

LoopWAM: Closed-Loop Generalist Policy Improvement from Deployment Rollouts

Scaling expert demonstrations alone does not enable generalist robot policies to improve from deployment. Real-world rollouts contain successes, suboptimal behavior, and failures: imitating every recorded action can reinforce poor behavior, while filtering out failures discards evidence of physical interactions and the...

Wen-Xuan Guo, Ying-Ping Liang, Zhao-Guo Wang et al. · 0 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

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