Hi! I am an undergraduate student in Computer Science at the Gwangju Institute of Science and Technology (GIST). I am currently working with Prof. Sundong Kim. I have also had the opportunity to collaborate with Prof. Lexin Li at UC Berkeley and Prof. Yuhua Zhu at UCLA.
My research interests center on developing foundational models for decision-making and understanding their theoretical underpinnings.
Specifically, my current research interests include three key
directions:
(1) Scalable Reinforcement Learning, to build agents
that scale with data and compute across large task families.
(2) Unsupervised Reinforcement Learning, to pretrain
generalist agents via intrinsic-motivation-driven exploration.
(3) Reinforcement Learning for Large Models, to develop
theoretical and empirical understanding of how RL principles
shape and enhance the behavior of large models.
Previously, I worked as a machine learning software engineer at Match Group/Hyperconnect LLC and several other companies, where I gained hands-on experience deploying large-scale machine learning systems in production.
Feel free to reach out if you'd like to have a chat!
Contact: gwcho.public AT gmail.com
