vlm-r1

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Solve Visual Understanding with Reinforced VLMs

reinforcement-learning vlm multimodal llm qwen deepseek-r1 grpo r1-zero vlm-r1 multimodal-r1

Skywork-R1V2:Multimodal Hybrid Reinforcement Learning for Reasoning (Best open-source multimodal reasoning model)

reinforcement-learning reasoning vlm llm multimodal-understanding deepseek-r1 grpo vlm-r1 multimodal-r1 r1v skywork-r1v

Proposed fuzzy reward model with GRPO to improve VLM's abilities in crowd counting task.

reinforcement-learning vlm crowdcounting llm reward-model r1-zero vlm-r1 multimodal-r1

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