CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR

Sijia Cui, Pengyu Cheng, Jiajun Song +6

Reinforcement Learning with Verifiable Rewards (RLVR) has significantly advanced the reasoning capacity of Large Language Models (LLMs). However, RLVR solely relies on final answer…