Enhancing Visual Generalization in Reinforcement Learning with Cycling Augmentation. - Shengjie Sun; Jiafei Lyu; Lu Li; Jiazhe Guo; Mengbei Yan; Runze Liu 002; Xiu Li 001 (ICANN (4), 2024)

ODRL: A Benchmark for Off-Dynamics Reinforcement Learning. - Jiafei Lyu; Kang Xu; Jiacheng Xu 003; Mengbei Yan; Jingwen Yang; Zongzhang Zhang; Chenjia Bai; Zongqing Lu 002; Xiu Li 001 (NeurIPS, 2024)

Enhancing visual reinforcement learning with State-Action Representation. - Mengbei Yan; Jiafei Lyu; Xiu Li 001 (Knowl. Based Syst., 2024)

Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint. - Jiafei Lyu; Mengbei Yan; Zhongjian Qiao; Runze Liu 002; Xiaoteng Ma; Deheng Ye; Jingwen Yang; Zongqing Lu 002; Xiu Li 001 (ICLR, 2025)