Baobao Algorithm Notes

Sep 3, 2025 · Artificial Intelligence

How Atom-Searcher Boosts LLM Reasoning with Atomic Thought Rewards

Atom-Searcher introduces an atomic‑thought reinforcement‑learning framework that decomposes complex reasoning into fine‑grained units, uses a Reasoning Reward Model to assign step‑wise rewards, dynamically balances process and result incentives, and achieves state‑of‑the‑art performance on multiple LLM benchmarks.