Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-The-Fly (Exp 3)

Infer a player's goal gem from movement through a maze (variant rules encoded in instructions).

Theory of MindGoal InferenceVideo

Study metadata

Authors: Lance Ying, Ryan Truong, Katherine M. Collins, Cedegao E. Zhang, Megan Wei, Tyler Brooke-Wilson, Tan Zhi‐Xuan, Lionel Wong, Joshua B. Tenenbaum
Source: Ying, L., Truong, R., Collins, K. M., Zhang, C. E., Wei, M., BrookeWilson, T., Zhi-Xuan, T., Wong, L., & Tenenbaum, J. B. (2025). Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly. Findings of the Association for Computational Linguistics: EMNLP 2025, 12217–12235. https://doi.org/10.18653/v1/2025.findings-emnlp.654
Slug: ying2025language-exp3

Infer a player's goal gem from movement through a maze (variant rules encoded in instructions).

Theory of MindGoal InferenceVideo

Authors: Lance Ying, Ryan Truong, Katherine M. Collins, Cedegao E. Zhang, Megan Wei, Tyler Brooke-Wilson, Tan Zhi‐Xuan, Lionel Wong, Joshua B. Tenenbaum
Source: Ying, L., Truong, R., Collins, K. M., Zhang, C. E., Wei, M., BrookeWilson, T., Zhi-Xuan, T., Wong, L., & Tenenbaum, J. B. (2025). Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly. Findings of the Association for Computational Linguistics: EMNLP 2025, 12217–12235. https://doi.org/10.18653/v1/2025.findings-emnlp.654
Slug: ying2025language-exp3