Hybrid Advantage Estimation with Unified Critic for VLM Agentic Reinforcement Learning

Wenxuan Zhang, Yuhui Wang, Donggang Jia +5

Large Vision-Language Models (VLMs) now act as agents in interactive environments, where success requires coherent reasoning and decision-making across turns. Although end-to-end t…