Undergraduate Student
California Institute of Technology
Email: clairechen AT caltech DOT edu

[Google Scholar] [Curriculum Vitae]

Biography

Claire Chen is an undergraduate student at California Institute of Technology (Caltech). Her majors are Mathematics and Computer Science. She was fortunate to work as a research assistant advised by Professor Shangtong Zhang. Her research interest is in Reinforcement Learning and LLM Fine-Tuning. She regularly serves on the Program Committee in major AI venues, e.g., ICLR, ICML.

Publications

• Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning.
  Claire Chen*, Shuze Liu*, Shangtong Zhang.
  International Conference on Learning Representations (ICLR), 2025.

• Doubly Optimal Policy Evaluation for Reinforcement Learning.
  Shuze Liu, Claire Chen, Shangtong Zhang.
  International Conference on Learning Representations (ICLR), 2025.

• Efficient Multi-Policy Evaluation for Reinforcement Learning.
  Shuze Liu, Claire Chen, Shangtong Zhang.
  AAAI Conference on Artificial Intelligence (AAAI), 2025.
  Oral Presentation

Program Committee

ICLR 2025, ICML 2025, AISTATS 2025, AMMAS 2025.

Guest Lecture

Reinforcement Learning from Human Feedback (Fall 2024).

Grant

Ingrassia Family Research Grant.