RL Teaches VLMs Where to Attend but Not How to Perceive.

arXiv:2610.23983v1 Announce Type: cross Abstract: Although reinforcement learning (RL) effectively trains Vision-Language Model (VLM) agents, the mechanisms behind these capability gains are poorly understood. Across four diverse agent environments, we investi