Author

Yi-Xin Cao

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#natural language process... May 2026

Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents

Skill-as-Pseudocode (SaP) is proposed, an automatic conversion of markdown skill libraries into typed pseudocode with deterministic quality control that wins paired games and falls below the prose baseline on the ALFWorld unseen split.

Xinze Li, Yuhang Zang, Yixin Cao et al. · arXiv.org · 2 citations

#computer vision Jan 2026

EMemBench: Interactive Benchmarking of Episodic Memory for VLM Agents

This work introduces EMemBench, a programmatic benchmark generator for evaluating long-term episodic memory of agents through interactive games, and evaluates memory agents with strong LMs/VLMs as backbones, using in-context prompting as baselines.

Xinze Li, Zi-Yue Zhu, Siyuan Liu et al. · arXiv.org · 7 citations · ⚡1