Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short

Han Zhou, Adam X. Yang, Laurence Aitchison +2

Reinforcement learning with verifiable rewards (RLVR) has become a leading paradigm for improving the reasoning ability of large language models through outcome-based supervision.…