Explainable deep learning model for EMG-based finger angle estimation using attention H Lee, D Kim, YL Park IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1877-1886, 2022 | 17 | 2022 |
Beyond exact gradients: Convergence of stochastic soft-max policy gradient methods with entropy regularization Y Ding, J Zhang, H Lee, J Lavaei arXiv preprint arXiv:2110.10117, 2021 | 17 | 2021 |
Tempo Adaptation in Non-stationary Reinforcement Learning H Lee, Y Ding, J Lee, M Jin, J Lavaei, S Sojoudi 37th Conference on Neural Information Processing Systems (NeurIPS), 2023 | 3 | 2023 |
Initial State Interventions for Deconfounded Imitation Learning S Pfrommer, Y Bai, H Lee, S Sojoudi 62st IEEE Conference on Decision and Control (CDC), 2023 | 1 | 2023 |
Pausing Policy Learning in Non-stationary Reinforcement Learning H Lee, M Jin, J Lavaei, S Sojoudi International Conference on Machine Learning (ICML), 2024 | | 2024 |
A Black Swan Hypothesis in Markov Decision Process via Irrationality H Lee, D Abel, M Jin, J Lavaei, S Sojoudi | | 2024 |
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction D Ying, MA Guo, H Lee, Y Ding, J Lavaei, ZJM Shen | | |