SAO Outperforms GRPO in Coding and Reasoning Benchmarks
Researchers introduced SAO, an asynchronous RL algorithm designed for long-horizon agent tasks. SAO outperforms GRPO and its variants across multiple coding and reasoning benchmarks, with performance gains primarily attributed to Direct Double-Sided Importance Sampling (DIS).
2026-07-14 ~ 2026-07-15 · 3 related posts
- SAO Leads in Coding and Reasoning Benchmarks — jietang · 2026-07-14
- Asynchronous Single-Rollout RL for Agents — de4dee · 2026-07-14
- SAO Outperforms GRPO on Coding and Reasoning Benchmarks — ivan_bezdomny · 2026-07-15