Recruitment
Ph.D./ MPhil students recruitment: I am looking for self-motivated Ph.D. or MPhil students with solid mathematical background and programming skill. Should you be interested, please send me an email with you CV, transcript, and publications.
Check the potential research topics in my research interest below.
Research Interests
Reinforcement Learning (RL).
My research interest is aligning the decision-making system with human preference
under safe-critical system.
The preference signals could be embedded in expert demonstration, human feedback or social norms (e.g., sense of risk or competition).
Relevant research topics include:
- Inverse Constrained Reinforcement Learning (ICRL);
- Reinforcement Learning from Human Feedback (RLHF);
- Risk-sensitive / Distributional Reinforcement Learning;
- Preference Alignment for Generative Foundation model;
- RL Applications in Embodied AI, Self-Driving and Health Care.
For more details, please refer to my publications.
