Splicing Hints into Reasoning Traces: Learning from Demonstrator Failures
arXiv:2610.13996v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards improves mathematical reasoning when a final answer can be checked, but a correct answer does not certify the derivation behind it, and proof problems offer no answer to check. Replacing the check with a…
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- 2026-10-14 04:00 · arXiv cs.LG
Splicing Hints into Reasoning Traces: Learning from Demonstrator Failures