TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs

ArXi:2603.22293v1 Announce Type: cross Search-augmented large language models (LLMs) trained with reinforcement learning (RL) have achieved strong results on open-domain question answering (QA), but