To Deceive is to Teach? Forging Perceptual Robustness via Adversarial Reinforcement Learning

arXiv:2602.22227v1 Announce Type: new Abstract: Despite their impressive capabilities, Multimodal Large Language Models (MLLMs) exhibit perceptual fragility when confronted with visually complex scenes. This weakness …