Current project
Reinforcement Learning: Theory and Application
Undergraduate research supervised by Zixin ZHONG at HKUST(GZ).
Daoyuan GUO
Undergraduate researcher at HKUST(GZ)
Hi! I’m Daoyuan GUO, an undergraduate at The Hong Kong University of Science and Technology (Guangzhou).
I currently work on Reinforcement Learning under the supervision of Zixin ZHONG.
Research
My current interests include:
- Reinforcement learning theory and algorithms
- Decision-making under uncertainty
- Exploration and model-induced data distributions
- Evaluation of sequential learning systems
Artifacts & Blogs
Research note
Who Teaches the Learner?
Curriculum learning as an outer decision problem, from task-level bandits to problem-level selection in LLM post-training.
Research note
Elimination in Fusing Bandits: When Should We Stop Measuring?
From RAGE to witness-bottleneck elimination: how fusion changes which directions a bandit learner still needs to measure.
Course Projects
Contact
The best way to reach me is dguo294@connect.hkust-gz.edu.cn.