APEX: Autonomous Policy Exploration for Self-Evolving LLM Agents

Yibo Li, Jiashuo Yang, Zhi Zheng +5

LLM agents have shown strong performance across a wide range of complex tasks, including interactive environments that require long-horizon decision making. But these agents cannot…