Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning. - Hongyu Zang; Xin Li 033; Leiji Zhang; Yang Liu 356; Baigui Sun; Riashat Islam; Remi Tachet des Combes; Romain Laroche (NeurIPS, 2023)

Good Better Best: Self-Motivated Imitation Learning for noisy Demonstrations. - Ye Yuan; Xin Li; Yong Heng; Leiji Zhang; Mingzhong Wang (CoRR, 2023)

MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components. - Min Wang 039; Xin Li 033; Leiji Zhang; Mingzhong Wang (AAAI, 2024)

Revisiting Bisimulation Metric for Robust Representations in Reinforcement Learning. - Leiji Zhang; Zeyu Wang; Xin Li; Yao-Hui Li (CoRR, 2025)