AAAI 2026technical0 citations

Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos

Guiyang Hou, Yihui Fu, Chen Wu, Xiang Huang, Zhe Zheng, Wenqi Zhang, Yongliang Shen, Weiming Lu

Abstract

Theory of Mind (ToM) refers to the ability to infer others

BibTeX
@inproceedings{aaai2026_realityvscounter,
  title = {Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos},
  author = {Guiyang Hou and Yihui Fu and Chen Wu and Xiang Huang and Zhe Zheng and Wenqi Zhang and Yongliang Shen and Weiming Lu},
  booktitle = {AAAI 2026},
  year = {2026}
}