EDGE: Experience-Distillation for Guided Exploration in Agentic Reinforcement Learning

Can Xie, Yuyi Zhou, Wen Yang +5

Reinforcement learning with outcome-based objectives such as GRPO enables LLM-based agents to solve complex, long-horizon tasks, yet the reusable exploration patterns embedded in i…