HRL4EC: hierarchical reinforcement learning for multi-mode epidemic control

• Main Authors: Du, Xinqi, Chen, Hechang, Yang, Bo, Long, Cheng, Zhao, Songwei
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Hierarchical Reinforcement Learning; Epidemic Control
• Online Access: https://hdl.handle.net/10356/170846
• Institution: Nanyang Technological University

Infectious diseases, such as Black Death, Spanish Flu, and COVID-19, have accompanied human history and threatened public health, resulting in enormous infections and even deaths among citizens. Because of their rapid development and huge impact, laying out interventions becomes one of the most crit...