R0040/2026-03-28/Q001/S03/R04¶
Key RLVR paper on reasoning with verifiable rewards.
Summary¶
| Field | Value |
|---|---|
| Title | Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs |
| URL | https://arxiv.org/abs/2506.14245 |
| Date accessed | 2026-03-28 |
| Publication date | 2025-06 |
| Author(s) | Multiple authors |
| Publication | arXiv / NeurIPS 2025 |
Selection Decision¶
Included in evidence base: No
Rationale: While RLVR is relevant to the landscape, it represents a domain-specific approach (math/coding reasoning) rather than a general-purpose RLHF alternative. Noted in the assessment but not included as a scored source to maintain focus on general alignment methods. Its findings are incorporated through the GRPO/DeepSeek evidence.