Jingzong Li

Libra: Efficient Resource Management for Agentic RL Post-Training

Libra is presented, an adaptive runtime for agentic RL post-training with two complementary components: intra-stage scheduling via a Causality-Guided Bucket Scheduler that routes requests across execution buckets with different parallelism configurations, reducing delays from rollout stragglers; and cross-stage coordin...