Qitong Gao
7 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Reinforcement Learning
(5)
Methods · Reinforcement Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods · Data Science & Analytics
(1)
Keywords
off-policy evaluation
(4)
reinforcement learning
(3)
latent space
(2)
data augmentation
(1)
adversarial training
(1)
time series classification
(1)
markov decision process
(1)
time series
(1)
model-based reinforcement learning
(1)
variational optimization
(1)
multivariate time series
(1)
human feedback
(1)
state transition
(1)
long short-term memory
(1)
trajectory augmentation
(1)
personalized policy
(1)
electronic health record
(1)
missing value
(1)
transition function
(1)
pattern mining
(1)
Papers
Variational Adversarial Training Towards Policies with Improved Robustness
AISTATS 2025
Off-Policy Selection for Initiating Human-Centric Experimental Design
NeurIPS 2024
On Trajectory Augmentations for Off-Policy Evaluation
ICLR 2024
Off-Policy Evaluation for Human Feedback
NeurIPS 2023
Variational Latent Branching Model for Off-Policy Evaluation
ICLR 2023
A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification
IJCAI 2022
Gradient Importance Learning for Incomplete Observations
ICLR 2022