Le Wan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 11

Top Topics

Empirical Evidence

Generalization Bounds

Reinforcement Learning

Theoretical Computer Science

Top Venues

Publications

Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu
Off-policy RL algorithms can be sample-efficient for continuous control via sample multiple reuse. Inf. Sci. 666 (2024)
Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu
Understanding What Affects Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence. CoRR (2024)
Jiafei Lyu, Le Wan, Xiu Li, Zongqing Lu
Towards Understanding How to Reduce Generalization Gap in Visual Reinforcement Learning. AAMAS (2024)
Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu
SEABO: A Simple Search-Based Method for Offline Imitation Learning. CoRR (2024)
Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Li Xiu, Zongqing Lu
SEABO: A Simple Search-Based Method for Offline Imitation Learning. ICLR (2024)
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning. CoRR (2023)
Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. ECAI (2023)
Jiafei Lyu, Le Wan, Zongqing Lu, Xiu Li
Off-Policy RL Algorithms Can be Sample-Efficient for Continuous Control via Sample Multiple Reuse. CoRR (2023)
Jiafei Lyu, Aicheng Gong, Le Wan, Zongqing Lu, Xiu Li
State Advantage Weighting for Offline RL. Tiny Papers @ ICLR (2023)
Yibo Zou, Yusheng Ju, Zhenzhou Shao, Yefei Gong, Bo Sun, Le Wan, Tuo Shi
Novel Standardized Representation Methods for Modular Service Robots. Int. J. Soc. Robotics 14 (3) (2022)
Jiafei Lyu, Aicheng Gong, Le Wan, Zongqing Lu, Xiu Li
State Advantage Weighting for Offline RL. CoRR (2022)
Peng Wang, Dan Meng, Jizhong Han, Jianfeng Zhan, Bibo Tu, Xiaofeng Shi, Le Wan
Transformer: A New Paradigm for Building Data-Parallel Programming Models. IEEE Micro 30 (4) (2010)