$S^3$-R1: Learning to Retrieve and Answer Step-by-Step with Synthetic Data

Harsh Goel, Akhil Udathu, Susmija Jabbireddy +2

Reinforcement learning (RL) post-training has enabled newer capabilities in models, such as agentic tool-use for search. However, these models struggle primarily due to limitations…