RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization

Siwei Zhang, Yun Xiong, Xi Chen +4

Agentic Reinforcement Learning (Agentic RL) has shown remarkable potential in large language model-based (LLM) agents. These works can empower LLM agents to tackle complex tasks vi…