MIRL: Mutual Information-Guided Reinforcement Learning for Vision-Language Models

Yin Zhang, Jiaxuan Zhao, Zonghan Wu +5

Vision-Language Models (VLMs) frequently suffer from visual perception errors and hallucinations that compromise answer accuracy in complex reasoning tasks. Reinforcement Learning…