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 contribute unequally to…
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- 2026-10-20 04:00 · arXiv cs.AI
Training-Free Prompt Selection for Efficient Reinforcement Learning With Partial Rollouts