Yi-Chen Li

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 7

Top Topics

Confidence Weighted

Industry Standard

Reinforcement Learning

Background Knowledge

Top Venues

Publications

Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. CoRR (2024)
Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning. CoRR (2024)
Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
Q-Adapter: Training Your LLM Adapter as a Residual Q-Function. CoRR (2024)
Fuxiang Zhang, Junyou Li, Yi-Chen Li, Zongzhang Zhang, Yang Yu, Deheng Ye
Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models. CoRR (2024)
Chengxing Jia, Pengyuan Wang, Ziniu Li, Yi-Chen Li, Zhilong Zhang, Nan Tang, Yang Yu
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation. CoRR (2024)
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. AAMAS (2024)
Cong Guan, Ruiqi Xue, Ziqian Zhang, Lihe Li, Yi-Chen Li, Lei Yuan, Yang Yu
Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation. AAMAS (2024)