Pan Zhao
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
policy learning
(2)
reinforcement learning
(1)
imitation learning
(1)
bayesian learning
(1)
transfer learning
(1)
covariate shift
(1)
gaussian process regression
(1)
survival analysis
(1)
safe reinforcement learning
(1)
propensity score
(1)
model-free reinforcement learning
(1)
fairness constraint
(1)
doubly robust estimator
(1)
observational data
(1)
semiparametric efficiency
(1)
treatment assignment policy
(1)
control barrier function
(1)
safe control
(1)
deep q-network
(1)
l1 adaptive control
(1)
Papers
Efficient and Robust Transfer Learning of Optimal Individualized Treatment Regimes with Right-Censored Survival Data
JMLR 2025
Positivity-free Policy Learning with Observational Data
AISTATS 2024
Optimizing Crop Management with Reinforcement Learning and Imitation Learning
IJCAI 2023
Safe and Efficient Reinforcement Learning using Disturbance-Observer-Based Control Barrier Functions
L4DC 2023
L1-GP: L1 Adaptive Control with Bayesian Learning
L4DC 2020