Xiao, Siyuan

3 publications

ICLR 2026 ADM-V2: Pursuing Full-Horizon Roll-Out in Dynamics Models for Offline Policy Learning and Evaluation Haoxin Lin, Siyuan Xiao, Yi-Chen Li, Zhilong Zhang, Yihao Sun, Chengxing Jia, Yang Yu

MLJ 2025 Learning De-Biased Environment Models for Delivery Incentive Policy Optimization on Food Delivery Platforms Yu-Ren Liu, Xiong-Hui Chen, Siyuan Xiao, Xinyu Yang, Xintong Qi, Linjun Zhou, Yang Yu, Fangsheng Huang

ICML 2024 Policy-Conditioned Environment Models Are More Generalizable Ruifeng Chen, Xiong-Hui Chen, Yihao Sun, Siyuan Xiao, Minhui Li, Yang Yu