Rui Yang

12 papers A* 3Misc 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning.
ICLR
Rui Yang, Jie Wang, Qijie Peng, Ruibo Guo, Guoping Wu, Bin Li
2025 J jnl
Long-Term Feature Extraction via Frequency Prediction for Efficient Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Jie Wang, Mingxuan Ye, Yufei Kuang, Rui Yang, Wengang Zhou, Houqiang Li, Feng Wu
2024 Misc conf
Soft Adversarial Offline Reinforcement Learning via Reducing the Attack Strength for Generalization.
ICMLC
Wandi Qiao, Rui Yang
2024 J jnl
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions.
CoRR
Rui Yang, Jie Wang, Guoping Wu, Bin Li
2023 J jnl
Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution.
CoRR
Jie Wang, Rui Yang, Zijie Geng, Zhihao Shi, Mingxuan Ye, Qi Zhou, Shuiwang Ji, Bin Li, Yongdong Zhang, Feng Wu
2023 A* conf
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.
AAAI
Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang
2023 J jnl
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.
CoRR
Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang
2023 J jnl
State Sequences Prediction via Fourier Transform for Representation Learning.
CoRR
Mingxuan Ye, Yufei Kuang, Jie Wang, Rui Yang, Wengang Zhou, Houqiang Li, Feng Wu
2023 J jnl
Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution.
IEEE Trans. Emerg. Top. Comput. Intell.
Shaochen Wang, Rui Yang, Bin Li, Zhen Kan
2022 A* conf
Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions.
KDD
Rui Yang, Jie Wang, Zijie Geng, Mingxuan Ye, Shuiwang Ji, Bin Li, Feng Wu
2022 J jnl
Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions.
CoRR
Rui Yang, Jie Wang, Zijie Geng, Mingxuan Ye, Shuiwang Ji, Bin Li, Feng Wu
2021 J jnl
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Yuan Pu, Shaochen Wang, Rui Yang, Xin Yao, Bin Li