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Pausing Model Learning in Real-world Reinforcement Learning.
Hyunin Lee, Ming Jin, Javad Lavaei, and Somayeh Sojoudi
International Conference on Machine Learning (ICML), 2024
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Tempo Adaption in Non-stationary Reinforcement Learning.
Hyunin Lee, Yuhao Ding, Jongmin Lee, Ming Jin, Javad Lavaei, and Somayeh Sojoudi
Neural Information Processing Systems (NeurIPS), 2023
[slides] [codes]
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Initial State Interventions for Deconfounded Imitation Learning
Samuel Pfrommer, Yatong Bai, Hyunin Lee, and Somayeh Sojoudi
IEEE Conference on Decision and Control (CDC), 2023.