RL Teaches VLMs Where to Attend but Not How to Perceive

Ziqian Zhang, Junjie Liao, Zhining Zhang +1

Although reinforcement learning (RL) effectively trains Vision-Language Model (VLM) agents, the mechanisms behind these capability gains are poorly understood. Across four diverse…