Initial State Interventions for Deconfounded Imitation Learning. - Samuel Pfrommer; Yatong Bai; Hyunin Lee; Somayeh Sojoudi (CDC, 2023)

Tempo Adaptation in Non-stationary Reinforcement Learning. - Hyunin Lee; Yuhao Ding; Jongmin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (NeurIPS, 2023)

Tempo Adaption in Non-stationary Reinforcement Learning. - Hyunin Lee; Yuhao Ding; Jongmin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (CoRR, 2023)

Pausing Policy Learning in Non-stationary Reinforcement Learning. - Hyunin Lee; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (ICML, 2024)

A Black Swan Hypothesis in Markov Decision Process via Irrationality. - Hyunin Lee; David Abel; Ming Jin 002; Javad Lavaei; Somayeh Sojoudi (CoRR, 2024)

A Black Swan Hypothesis: The Role of Human Irrationality in AI Safety. - Hyunin Lee; Chanwoo Park; David Abel; Ming Jin 002 (ICLR, 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., 2025)