Luchen Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Heuristic Search

Medical Decision Making

Top Venues

Publications

Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, A. Aldo Faisal
Bag of Policies for Distributional Deep Exploration. Epi UAI (2024)
Asen Nachkov, Luchen Li, Giulia Luise, Filippo Valdettaro, Aldo A. Faisal
Bag of Policies for Distributional Deep Exploration. CoRR (2023)
Luchen Li, A. Aldo Faisal
Bayesian Distributional Policy Gradients. CoRR (2021)
Luchen Li, A. Aldo Faisal
Bayesian Distributional Policy Gradients. AAAI (2021)
Luchen Li, Ignacio Albert-Smet, Aldo A. Faisal
Optimizing Medical Treatment for Sepsis in Intensive Care: from Reinforcement Learning to Pre-Trial Evaluation. CoRR (2020)
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
Optimizing Sequential Medical Treatments with Auto-Encoding Heuristic Search in POMDPs. CoRR (2019)
Luchen Li, Matthieu Komorowski, Aldo A. Faisal
The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making. CoRR (2018)