Rui Yang

Orcid: 0009-0004-5137-9302

According to our database1, Rui Yang authored at least 10 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Long-Term Feature Extraction via Frequency Prediction for Efficient Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Learning Robust Representations with Long-Term Information for Generalization in Visual Reinforcement Learning.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Uncertainty-based Offline Variational Bayesian Reinforcement Learning for Robustness under Diverse Data Corruptions.
CoRR, 2024

Soft Adversarial Offline Reinforcement Learning via Reducing the Attack Strength for Generalization.
Proceedings of the 2024 16th International Conference on Machine Learning and Computing, 2024

2023
Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution.
IEEE Trans. Emerg. Top. Comput. Intell., August, 2023

State Sequences Prediction via Fourier Transform for Representation Learning.
CoRR, 2023

Generalization in Visual Reinforcement Learning with the Reward Sequence Distribution.
CoRR, 2023

Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2021


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