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Chen, Ruifeng
4 publications
ICLR
2025
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
Tian-Shuo Liu
,
Xu-Hui Liu
,
Ruifeng Chen
,
Lixuan Jin
,
Pengyuan Wang
,
Zhilong Zhang
,
Yang Yu
ICML
2024
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
Xu-Hui Liu
,
Tian-Shuo Liu
,
Shengyi Jiang
,
Ruifeng Chen
,
Zhilong Zhang
,
Xinwei Chen
,
Yang Yu
ICML
2024
Offline Transition Modeling via Contrastive Energy Learning
Ruifeng Chen
,
Chengxing Jia
,
Zefang Huang
,
Tian-Shuo Liu
,
Xu-Hui Liu
,
Yang Yu
ICML
2024
Policy-Conditioned Environment Models Are More Generalizable
Ruifeng Chen
,
Xiong-Hui Chen
,
Yihao Sun
,
Siyuan Xiao
,
Minhui Li
,
Yang Yu