Elaine Lau
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Keywords
reinforcement learning
(2)
offline reinforcement learning
(1)
variational inference
(1)
transfer learning
(1)
information bottleneck
(1)
policy gradient
(1)
conversational ai
(1)
response generation
(1)
action value
(1)
partially observable environment
(1)
autoregressive model
(1)
energy-based model
(1)
safety evaluation
(1)
generative flow network
(1)
combinatorial object
(1)
reward sampling
(1)
red teaming
(1)
sampling policy
(1)
context retrieval
(1)
clinical decision support
(1)
Papers
Aligned LLMs Are Not Aligned Browser Agents
ICLR 2025
QGFN: Controllable Greediness with Action Values
NeurIPS 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