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A Sign Law for Entropy Drift under Sampler Mismatch in RLVR.

arXiv:2610.34044v2 Announce Type: replace-cross Abstract: In reinforcement learning with verifiable rewards (RLVR), whether entropy rises or falls can depend on choices that matter little under exact sampling, such as whether over-length responses are masked o

arXiv cs.AIResearch source·