Hou, G.; Fu, Y.; Wu, C.; Huang, X.; Zheng, Z.; Zhang, W.; Shen, Y.; Lu, W. Reality Vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM’s Theory of Mind in Egocentric Videos. AAAI 2026, 40, 1828-1836.