XINJI MAI / RESEARCH研究

AgentEvolver: Towards Efficient Self-Evolving Agent SystemAgentEvolver: Towards Efficient Self-Evolving Agent System

Preprint2025

Yunpeng Zhai*, Shuchang Tao*, Cheng Chen*, Anni Zou*, Ziqian Chen*, Qingxu Fu*, Xinji Mai*, et al

Figure 2: Framework overview

Figure from the 图片来源:original paper原论文 ↗

Combines self-questioning, self-navigating, and self-attributing to help agents learn from their own experience.

结合自主提问、自主探索与自主归因,让智能体从自身经验中持续学习。

Yunpeng Zhai, Shuchang Tao, Cheng Chen, Anni Zou, Ziqian Chen, Qingxu Fu, Xinji Mai, et al. "AgentEvolver: Towards Efficient Self-Evolving Agent System." arXiv:2511.10395 (2025).