Hyunin Lee

PhD student, University of California, Berkeley

Joined

May 2023

Names

Hyunin Lee (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of California, Berkeley (berkeley.edu)

2022 – Present

Intern

Facebook (meta.com)

2025 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Somayeh Sojoudi

2022 – Present

Expertise

Reinforcement learning

Present

Optimization

Present

Publications

Position: AI Safety Must Embrace an Antifragile Perspective
Ming Jin, Hyunin Lee
- ICML 2025 Position Paper Track poster
- Readers: Everyone
A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety
Hyunin Lee, Chanwoo Park, David Abel, Ming Jin
- ICLR 2025 Poster
- Readers: Everyone
A Black Swan Hypothesis in Markov Decision Process via Irrationality
Hyunin Lee, David Abel, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- Arxiv
- Readers: Everyone
Pausing Policy Learning in Non-stationary Reinforcement Learning
Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- ICML 2024 Oral
- Readers: Everyone
A Black Swan Hypothesis in Markov Decision Process via Irrationality
Hyunin Lee, David Abel, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- CoRR 2024
- Readers: Everyone
Pausing Policy Learning in Non-stationary Reinforcement Learning
Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- ICML 2024
- Readers: Everyone
Tempo Adaptation in Non-stationary Reinforcement Learning
Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- NeurIPS 2023 poster
- Readers: Everyone
Initial State Interventions for Deconfounded Imitation Learning
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
- CDC 2023
- Readers: Everyone
Tempo Adaption in Non-stationary Reinforcement Learning
Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors