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20212026
most citedGeneralization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation

6 citations · 7 across the 9 of their papers we have counts for

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cs.DC2026

AInfer-PD: Communication-Safe In-Place Prefill-Decode Multiplexing for Distributed MoE Rollouts

Guowei Wang, Chaokun Yang, Zhenxuan Pan +6

Rollout inference often dominates the wall-clock time of large-scale reinforcement learning (RL). In agentic RL, each trajectory alternates between model generation and environment…