PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping

Qiming Li, Tianlun Li, Xiaolong Cheng +5

Reinforcement Learning with Verifiable Rewards (RLVR) has become an effective paradigm for improving the reasoning capability of Large Vision-Language Models (LVLMs). However, exis…