AI RESEARCH
Reward Design for Physical Reasoning in Vision-Language Models
arXiv CS.AI
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ArXi:2604.13993v1 Announce Type: new Physical reasoning over visual inputs demands tight integration of visual perception, domain knowledge, and multi-step symbolic inference. Yet even state-of-the-art Vision Language Models (VLMs) fall far short of human performance on physics benchmarks. While post-