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Elaine Lau
Elaine Lau
McGill University, Mila
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
F Kondrup*, T Jiralerspong*, E Lau*, N de Lara, J Shkrob, MD Tran, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15696 …, 2023
122023
Policy gradients incorporating the future
D Venuto, E Lau, D Precup, O Nachum
ICLR 2022, 2021
122021
An Empirical Study of the Effectiveness of Using a Replay Buffer on Mode Discovery in GFlowNets
N Vemgal, E Lau, D Precup
ICML 2023 workshop on Structured Probabilistic Inference & Generative Modeling, 2023
22023
Personalization of Mechanical Ventilation Treatment using Deep Conservative Reinforcement Learning
F Kondrup, T Jiralerspong, E Lau, N de Lara, J Shkrob, MD Tran, S Basu
University of Tronto, 2021
12021
QGFN: Controllable Greediness with Action Values
E Lau, SZ Lu, L Pan, D Precup, E Bengio
arXiv preprint arXiv:2402.05234, 2024
2024
DGFN: Double Generative Flow Networks
E Lau, N Vemgal, D Precup, E Bengio
arXiv preprint arXiv:2310.19685, 2023
2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support
S Obadinma, FK Khattak, S Wang, T Sidhom, E Lau, S Robertson, J Niu, ...
EMNLP 2022, 2023
2023
NVIDIA: Heuristic-Systematic Decision Making model for User Feedback Based on User Behavior and System Telemetry
N Chorakhalikar, E Lau, B Todur, A Arunachalam
US Patent App. 17/875,063, 2022
2022
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