cff-version: 1.2.0 message: "If you use CausalGame, please cite the paper below." title: "CausalGame: Benchmarking Causal Thinking of LLM Agents in Games" type: software license: MIT url: "https://causalgame.github.io" repository-code: "https://github.com/viewsetting/CausalGame" authors: - family-names: Chen given-names: Zhenhao - family-names: Chen given-names: Yongqiang - family-names: Liu given-names: Chenxi - family-names: Yu given-names: Junchi - family-names: Song given-names: Xiangchen - family-names: Li given-names: Zijian - family-names: Li given-names: Jialin - family-names: Torr given-names: Philip - family-names: Han given-names: Bo - family-names: Zhang given-names: Kun preferred-citation: type: conference-paper title: "CausalGame: Benchmarking Causal Thinking of LLM Agents in Games" year: 2026 collection-title: "Proceedings of the 43rd International Conference on Machine Learning (ICML)" notes: "Oral presentation" authors: - family-names: Chen given-names: Zhenhao - family-names: Chen given-names: Yongqiang - family-names: Liu given-names: Chenxi - family-names: Yu given-names: Junchi - family-names: Song given-names: Xiangchen - family-names: Li given-names: Zijian - family-names: Li given-names: Jialin - family-names: Torr given-names: Philip - family-names: Han given-names: Bo - family-names: Zhang given-names: Kun