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Deng, Qiyuan, Chen, Kehai, Zhang, Min, Xu, Zhongwen , booktitle= · 2026

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Multi-Rollout On-Policy Distillation via Peer Successes and Failures

cs.LG · 2026-05-12 · unverdicted · novelty 6.0

MOPD improves on-policy distillation by using peer successes and failures from multiple rollouts to construct more informative teacher signals, yielding consistent gains over baselines on reasoning benchmarks.

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