UR$^2$: Unify RAG and Reasoning through Reinforcement Learning
arXiv:2508.06165v4 Announce Type: replace-cross
Abstract: Large Language Models (LLMs) have shown strong capabilities through two complementary paradigms: Retrieval-Augmented Generation (RAG) for knowledge grounding and Reinforcement Learning from Ver…