Yi-Chen Li
Scholar

Yi-Chen Li

Google Scholar ID: OA3GmbQAAAAJ
Nanjing University
Reinforcement LearningImitation LearningRLHF
Citations & Impact
All-time
Citations
129
 
H-index
5
 
i10-index
3
 
Publications
18
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • Published several papers, including preprints and conference papers, such as 'Sentence-level Reward Model can Generalize Better for Aligning LLM from Human Preference', 'Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation', and more.
Research Experience
  • Currently pursuing a Ph.D. at the School of Artificial Intelligence, Nanjing University, involved in various research projects related to reinforcement learning.
Education
  • Ph.D. student at the School of Artificial Intelligence, Nanjing University, advised by Professor Yang Yu and Associate Professor Zongzhang Zhang, and a member of the LAMDA Group led by Professor Zhi-Hua Zhou.
Background
  • Research interests include theoretically justified algorithms and real-world applications of Reinforcement Learning (RL), particularly in reward model learning, offline RL and Sim2Real transfer, decision making in non-stationary environments. Also interested in decision making via Large Language Models (LLMs).
Miscellany
  • Feel free to discuss or collaborate, email: liyc@lamda.nju.edu.cn
Co-authors
0 total
Co-authors: 0 (list not available)