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Zhi-Qiang Tan

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Preprint Jul 2026

Bidirectional Resource Scheduling for Disaggregated and Asynchronous RL Post-Training

BiDiRL, a hybrid time-space multiplexing architecture for asynchronous, disaggregated RL designed to reduce resource idleness, is presented, including a hot-switch runtime that enables rapid switching between rollout and training resources with negligible overhead and a static, scheduling-aware planner based on time-performance modeling.

Zhiqiang Tan, Maoxin Wang, Sijie Wang et al. · 1 citation

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