Task Specialization Fine-Tuning for Contextual Reinforcement Learning [paper]
Under review, 2026 · arXiv:2608.17180
Ph.D. Student in Laboratory for Information and Decision Systems (LIDS)
Massachusetts Institute of Technology · Advisor: Prof. Cathy Wu
I am a PhD student at MIT in the Laboratory for Information and Decision Systems (LIDS) and the Department of Civil and Environmental Engineering (CEE), working on reinforcement learning, multi-task RL, contextual RL, transfer learning, and the interpretability of RL agents. My research explores sample-efficient methods for learning in complex decision-making settings. Previously, I worked on recommendation systems and online preference learning.
Cambridge, MA
Ph.D. in Civil and Environmental Engineering · Advisor: Prof. Cathy Wu · GPA: 5.0/5.0
Shanghai, China
B.Eng. in Computer Science · GPA: 3.75/4.0
Massachusetts Institute of Technology
Instructors: Prof. Cathy Wu, Prof. Munther A. Dahleh