Yi-Chen Li

1. Policy Regularization with Dataset Constraint for Offline Reinforcement Learning
   2023/06/11 by Yuhang Ran, Yi-Chen Li, Ran, Yuhang +7 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
2. Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
   2024/07/04 by Yi-Chen Li, Fuxiang Zhang, Li, Yi-Chen +12 · 2 citations
   Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Improving Sample Efficiency of Reinforcement Learning with Background Knowledge from Large Language Models
   2024/07/04 by Fuxiang Zhang, Junyou Li, Zhang, Fuxiang +9 · 1 citation
   Computer Science · #Speech and dialogue systems #Topic Modeling #Reinforcement Learning in Robotics