Shengpu Tang
7 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🧬 Topic Evolution
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
offline reinforcement learning
(2)
off-policy evaluation
(2)
factored action spaces
(2)
reinforcement learning
(2)
policy optimization
(1)
decision making
(1)
causal discovery
(1)
policy learning
(1)
importance sampling
(1)
multi-agent learning
(1)
parameter sharing
(1)
patient risk stratification
(1)
long short-term memory
(1)
recurrent neural network
(1)
bias-variance tradeoff
(1)
counterfactual reasoning
(1)
clinical decision-making
(1)
clinical decision support
(1)
artificial intelligence
(1)
function approximator
(1)
Papers
Causal Discovery for Efficient Offline RL with Factored Action Spaces
CLeaR 2026
Transforming Healthcare Decision Making Using Artificial Intelligence
AAAI 2025
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
NeurIPS 2023
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
NeurIPS 2022
Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings
MLHC 2021
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
ICML 2020
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series
MLHC 2019