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ResearchOctober 20, 2026

Training-Free Prompt Selection for Efficient Reinforcement Learning With Partial Rollouts

arXiv:2610.24229v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has emerged as a prominent paradigm for training reasoning models, but its computational cost makes efficient data selection increasingly important. Since training examples…

Lei Jiang, Honghui Bao, Yue Zhou, Zhengyao Gu, Langzhou He, Natalie Parde·arXiv — cs.AI
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  • 01.arXiv:2610.24229v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has emerged as a prominent paradigm for training reasoning models, but its computational cost makes efficient data selection increasingly important
  • 02.Since training examples…

This material is provided as an extended analytical summary.

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