04:00
2026-09-14
arxiv.org
ai-safety
Certified Safety Curation: Distribution-Free Guarantees for Safe Offline Reinforcement Learning
A new arXiv paper (2609.12014v1) introduces "certified safety curation," a filter-then-clone pipeline that uses state-only value estimates trained from segment comparisons and Learn-then-Test calibrat…