Paper/Agentic-Rl - 标签 - vllbc02's blogs

Paper/Agentic-Rl - 标签 - vllbc02's blogs https://blog.vllbc.top/tags/paper/agentic-rl/ Paper/Agentic-Rl - 标签 - vllbc02's blogs Hugo -- gohugo.iozh-CNThis work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.Fri, 21 Aug 2026 00:00:00 +0000 SAO — Single-Rollout Asynchronous Optimization for Agentic RL https://blog.vllbc.top/sao/ Fri, 21 Aug 2026 00:00:00 +0000 Zhenyu Hou, Yujiang Li, Jie Tang, Yuxiao Dong https://blog.vllbc.top/sao/ SAO: Single-Rollout Asynchronous Optimization

笔记地图

问题定义：同步 vs 异步 RL 的根本矛盾
方法：DIS + Single-rollout + 三个 value 改进
实验：6 个基准 + ablation + 训练动态 + 在线学习仿真
相关工作：与 GRPO / VAPO / AReaL 的关系
我的疑问：frozen-attention 的代价？DIS 在长 horizon 是否还有效？

阅读进度：当前 read-status: in-progress，用 [[Meta Bind]] 插件可一键切换
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