Book
Open access
Aug 2026
NaviRAG: Learning to Navigate Knowledge Graphs for Retrieval-Augmented Generation
NaviRAG is a novel framework that reformulates retrieval as a reinforcement learning-driven dynamic navigation problem on schema-less knowledge graphs (KGs), achieving state-of-the-art performance in multi-hop QA while maintaining robustness in single-hop QA.
Jinghong Lei, Wang Kun, Zhigang Chen et al.
· Proceedings of the 32nd ACM... · 0 citations