LHRLAB/Graph-R1

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Reinforcement Learning

(AAAI 2026) Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics

RAG that intelligently adapts to your use case, data, and queries

Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning

[ACL 2026] Official resources of "Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning "

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

[NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation