Rui Yang

According to our database, Rui Yang authored at least 11 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness.

Xiaoyu Wen, Xudong Yu, Rui Yang, Chenjia Bai, Zhen Wang

CoRR, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

CoRR, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2023

2022

Exploiting Reward Shifting in Value-Based Deep RL.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

CoRR, 2022

RORL: Robust Offline Reinforcement Learning via Conservative Smoothing.

Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.

Rui Yang, Yiming Lu, Wenzhe Li, Hao Sun, Meng Fang, Yali Du, Xiu Li, Lei Han, Chongjie Zhang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

MHER: Model-based Hindsight Experience Replay.

Rui Yang, Meng Fang, Lei Han, Yali Du, Feng Luo, Xiu Li

CoRR, 2021

Bias-reduced multi-step hindsight experience replay.

Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Yan, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li

CoRR, 2021

Combining Hindsight with Goal-enhanced Prediction for Multi-goal Reinforcement Learning.

Rui Yang, Feng Luo, Xiu Li

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization.

Lanqing Li, Rui Yang, Dijun Luo

CoRR, 2020