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Qianyi Xu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Qianyi Xu
6
papers ·
1
citations ·
2
h-index
National University of Singapore · National University Health System
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Most-cited papers
medR: Reward Engineering for Clinical Offline Reinforcement Learning via Tri-Drive Potential Functions
2026
Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI
2025
medDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support
2025
Advancing Multi-Organ Disease Care: A Hierarchical Multi-Agent Reinforcement Learning Framework
2024
Top co-authors
Dilruk Perera
· 4
Mengling Feng
· 4
Gousia Habib
· 3
Daniel J. Tan
· 2
Feng Wu
· 2
Erik Cambria
· 1
Kai He
· 1
Kay Choong See
· 1
Swapnil Mishra
· 1
Yanrui Du
· 1
Zhihui Chen
· 1
Topics
Offline RL
Model-Based RL
Safe RL
RLHF & Alignment
Exploration
Multi-Agent