Reshaping Rollout Workloads for Asynchronous RL Post-Training on Heterogeneous Accelerators

Jiahui Li, Hao Nie, Yibo Zhu +5

Reinforcement learning (RL) post-training increasingly relies on long-horizon, multi-turn rollouts. As post-training jobs outgrow a single cluster, rollout pools assembled across c…