Yirui Zhou

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Reproducing Kernel

Imitation Learning

Top Venues

Comput. Stat. Data Anal.

Publications

Yirui Zhou, Lei Wang, Mengxiao Lu, Zhiyuan Xu, Jian Tang, Yangchun Zhang, Yaxin Peng
Generalization error for portable rewards in transfer imitation learning. Knowl. Based Syst. 300 (2024)
Liguo Zhou, Yirui Zhou, Huaming Liu, Alois Knoll
Residual Chain Prediction for Autonomous Driving Path Planning. CoRR (2024)
Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang
Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. AAAI (2024)
Yangchun Zhang, Yirui Zhou
Rethinking Adversarial Inverse Reinforcement Learning: From the Angles of Policy Imitation and Transferable Reward Recovery. CoRR (2024)
Yirui Zhou, Mengxiao Lu, Xiaowei Liu, Zhengping Che, Zhiyuan Xu, Jian Tang, Yangchun Zhang, Yan Peng, Yaxin Peng
Distributional generative adversarial imitation learning with reproducing kernel generalization. Neural Networks 165 (2023)
Yangchun Zhang, Yirui Zhou, Xiaowei Liu
Applications on linear spectral statistics of high-dimensional sample covariance matrix with divergent spectrum. Comput. Stat. Data Anal. 178 (2023)
Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang
Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective. CoRR (2023)
Yirui Zhou, Yangchun Zhang, Xiaowei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang, Yaxin Peng
Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning. PPSN (1) (2022)