PRAG: Periodic Regularized Action Gradient for Efficient Continuous Control. - Xihui Li; Zhongjian Qiao; Aicheng Gong; Jiafei Lyu; ChengHui Yu; Jiangpeng Yan; Xiu Li 001 (PRICAI (3), 2022)

DAGE: Dropout with Action Gradient Estimator for Continuous Control. - Zhongjian Qiao; Kechen Jiao (PRICAI (1), 2022)

The primacy bias in Model-based RL. - Zhongjian Qiao; Jiafei Lyu; Xiu Li 001 (CoRR, 2023)

Mind the Model, Not the Agent: The Primacy Bias in Model-Based RL. - Zhongjian Qiao; Jiafei Lyu; Xiu Li 001 (ECAI, 2024)

SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning. - Zhongjian Qiao; Jiafei Lyu; Kechen Jiao; Qi Liu; Xiu Li 001 (AAAI, 2025)

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)