Concepedia

Deep Reinforcement Learning for Large-Scale Epidemic Control

Pieter Libin, Arno Moonens, Timothy Verstraeten, Fabian Perez-Sanjines, Niel Hens, Philippe Lemey, Ann Nowé

Lecture notes in computer science · 2021 · 11 citations · 50 references

Open access

Concepts

BusinessInfectious Disease ControlCommunicable Disease ControlMarkov Decision ProcessesEpidemic ForecastingInfectious Disease DynamicsPandemic ResponseReinforcement LearningReinforcement Learning FoundationsTransmission DynamicsDeep Reinforcement LearningEpidemic ModelsEpidemic Population DynamicsEpidemic Spreading ModelsMathematical Modeling Of Epidemics

References

50

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

A Novel Coronavirus from Patients with Pneumonia in China, 2019

Na Zhu, Dingyu Zhang, Xingwang Li et al. · New England Journal of Medicine · 2020 · 30.4K citations · Full text

Life Sciences, Infectious Diseases, Microbiology +11

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver et al. · Nature · 2015 · 30K citations

Computing, Computer Science, Artificial Intelligence +8

Diagnosing Non-Intermittent Anomalies in Reinforcement Learning Policy Executions (Short Paper)

arXiv (Cornell University) · 2017 · 11.3K citations · Full text

Computing, Computer Science, Algorithms +16

From Louvain to Leiden: guaranteeing well-connected communities

Leiden Repository (Leiden University) · 2019 · 4.4K citations

Computing, Computer Science, Algorithms +11