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RL Teaches VLMs Where to Attend but Not How to Perceive

Zhang, Ziqian et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognition
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 investigate whether the task-success gains from multi-turn RL are accompanied by improved grounde
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