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most citedAssistantX: An LLM-Powered Proactive Assistant in Collaborative Human-Populated Environment

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cs.LG2026

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

Bo Mao, Jie Zhou, Yutao Yang +5

Lifelong learning is essential for Large Language Model (LLM) agents operating in dynamic, interactive environments. However, existing lifelong learning agents for long-horizon tas…