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Elaine Lau — most-cited papers & profile · Reinforcement Learning
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Elaine Lau
9
papers ·
5
citations ·
16
h-index
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Most-cited papers
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
2022 · 3 citations
Policy Gradients Incorporating the Future
2021 · 1 citations
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
2025
Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models
2025
An Empirical Study of the Effectiveness of Using a Replay Buffer on Mode Discovery in GFlowNets
2023
Top co-authors
Doina Precup
· 3
Sean Hendryx
· 2
Bing Liu
· 1
Manasi Sharma
· 1
Ofir Nachum
· 1
Sumana Basu
· 1
Yunzhong He
· 1
Topics
Model-Based RL
Policy Gradient
Offline RL
RLHF & Alignment
Meta-RL
Safe RL
Exploration