AI RESEARCH
Rethinking RL Evaluation: Can Benchmarks Truly Reveal Failures of RL Methods?
arXiv CS.AI
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ArXi:2510.10541v2 Announce Type: replace-cross Current benchmarks are inadequate for evaluating progress in reinforcement learning (RL) for large language models (LLMs). Despite recent benchmark gains reported for RL, we find that