Hyunin Lee

According to our database, Hyunin Lee authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Position: AI Safety Must Embrace an Antifragile Perspective.

Ming Jin, Hyunin Lee

CoRR, September, 2025

Beyond Exact Gradients: Convergence of Stochastic Soft-Max Policy Gradient Methods With Entropy Regularization.

Yuhao Ding, Junzi Zhang, Hyunin Lee, Javad Lavaei

IEEE Trans. Autom. Control., August, 2025

Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction.

Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen

J. Artif. Intell. Res., 2025

A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety.

Hyunin Lee, Chanwoo Park, David Abel, Ming Jin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

A Black Swan Hypothesis in Markov Decision Process via Irrationality.

Hyunin Lee, David Abel, Ming Jin, Javad Lavaei, Somayeh Sojoudi

CoRR, 2024

Pausing Policy Learning in Non-stationary Reinforcement Learning.

Hyunin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Tempo Adaption in Non-stationary Reinforcement Learning.

Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi

CoRR, 2023

Tempo Adaptation in Non-stationary Reinforcement Learning.

Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, Somayeh Sojoudi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Initial State Interventions for Deconfounded Imitation Learning.

Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023