Elaine Lau
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (7)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
π₯
Mega-Team
(26)
Conferences
ICLR (2)
AAAI (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(1)
offline reinforcement learning
(1)
transfer learning
(1)
conversational ai
(1)
response generation
(1)
action value
(1)
energy-based model
(1)
generative flow network
(1)
combinatorial object
(1)
reward sampling
(1)
sampling policy
(1)
fitted q evaluation
(1)
context retrieval
(1)
clinical decision support
(1)
neural agent
(1)
mechanical ventilation
(1)
action-value estimate
(1)
intent identification
(1)
conservative q-learning
(1)
patient vital
(1)
Papers
Aligned LLMs Are Not Aligned Browser Agents
ICLR 2025
QGFN: Controllable Greediness with Action Values
NIPS 2024
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning
AAAI 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support
EMNLP 2022
Policy Gradients Incorporating the Future
ICLR 2022