2 papers
cs.CL2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
Qiyue Gao, Xinyu Pi, Kevin Liu +21
Internal world models (WMs) enable agents to understand the world's state and predict transitions, serving as the basis for advanced deliberative reasoning. Recent large Vision-Lan…
cs.AI2025
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
Haojun Shi, Suyu Ye, Xinyu Fang +4
Understanding people's social interactions in complex real-world scenarios often relies on intricate mental reasoning. To truly understand how and why people interact with one anot…