2 papers
cs.AI2026
Rethinking Self-Evolving Agents: Do We Still Need Prescribed Optimization Pipelines?
Hui Xue, Fan Yang
Self-evolving agents are usually built around prescribed optimization pipelines: the framework decides how to gather evidence, revise a persistent artifact, select candidates, and…
cs.AI2024
Understanding the Weakness of Large Language Model Agents within a Complex Android Environment
Mingzhe Xing, Rongkai Zhang, Hui Xue +3
Large language models (LLMs) have empowered intelligent agents to execute intricate tasks within domain-specific software such as browsers and games. However, when applied to gener…