Ruifeng Chen

According to our database, Ruifeng Chen authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

WHALE: Towards Generalizable and Scalable World Models for Embodied Decision-making.

Zhilong Zhang, Ruifeng Chen, Junyin Ye, Yihao Sun, Pengyuan Wang, Jingcheng Pang, Kaiyuan Li, Tianshuo Liu, Haoxin Lin, Yang Yu, Zhi-Hua Zhou

CoRR, 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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Offline Transition Modeling via Contrastive Energy Learning.

Ruifeng Chen, Chengxing Jia, Zefang Huang, Tian-Shuo Liu, Xu-Hui Liu, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Policy-conditioned Environment Models are More Generalizable.

Ruifeng Chen, Xiong-Hui Chen, Yihao Sun, Siyuan Xiao, Minhui Li, Yang Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Foresight Distribution Adjustment for Off-policy Reinforcement Learning.

Ruifeng Chen, Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Feng Xu, Yang Yu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement.

Xu-Hui Liu, Feng Xu, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023