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Dilruk Perera — most-cited papers & profile · Reinforcement Learning
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overview
Dilruk Perera
8
papers ·
1
citations ·
5
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
DeepEN: A Deep Reinforcement Learning Framework for Personalized Enteral Nutrition in Critical Care
2025
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
Mengling Feng
· 5
Qianyi Xu
· 4
Gousia Habib
· 3
Daniel J. Tan
· 2
Feng Wu
· 2
Kay Choong See
· 2
Daniel Jason Tan
· 1
Erik Cambria
· 1
Jiayang Chen
· 1
Kai He
· 1
Swapnil Mishra
· 1
Yanrui Du
· 1
Topics
Model-Based RL
cs.LG
Offline RL
cs.AI
Safe RL
Exploration
Multi-Agent