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An Imperfect Verifier is Good Enough: Learning with Noisy Rewards

Plesner, Andreas et al.
arXiv (All) · Papers
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Reinforcement Learning with Verifiable Rewards (RLVR) is widely used for post-training Large Language Models, but practical verifiers can make errors. We study how the rate and structure of reward noise affect RLVR in code generation, with a preliminary scientific-reasoning check. In multi-seed Qwen
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