Offline Reinforcement Learning with Causal Structured World Models. - Zheng-Mao Zhu; Xiong-Hui Chen; Hong-Long Tian; Kun Zhang 001; Yang Yu 001 (CoRR, 2022)

Learning World Models with Identifiable Factorization. - Yuren Liu; Biwei Huang; Zhengmao Zhu; Hong-Long Tian; Mingming Gong; Yang Yu 001; Kun Zhang 001 (NeurIPS, 2023)

Beware of Instantaneous Dependence in Reinforcement Learning. - Zheng-Mao Zhu; Yu-Ren Liu; Hong-Long Tian; Yang Yu 001; Kun Zhang 001 (CoRR, 2023)

Learning World Models with Identifiable Factorization. - Yu-Ren Liu; Biwei Huang; Zheng-Mao Zhu; Hong-Long Tian; Mingming Gong; Yang Yu 001; Kun Zhang 001 (CoRR, 2023)

Offline model-based reinforcement learning with causal structured world models. - Zhengmao Zhu; Hong-Long Tian; Xionghui Chen; Kun Zhang 001; Yang Yu 001 (Frontiers Comput. Sci., 2025)