题目：强化学习在传染病上的应用

主讲人：王婷

地点：工程学院513

时间：2021-12-26   晚上9点30分

简介：1)介绍几个关于传染病的模型

2)强化学习在传染病上的应用

参考文献:[1]Khadilkar, Harshad, Tanuja Ganu, and Deva P. Seetharam. "Optimising lockdown policies for epidemic control using reinforcement learning." Transactions of the Indian National Academy of Engineering 5.2 (2020): 129-132.

[2]Sun, Jichao, et al. "Quantifying the Effect of Public Activity Intervention Policies on COVID-19 Pandemic Containment Using Epidemiologic Data From 145 Countries." Value in Health (2021).

[3]Kompella, Varun, et al. "Reinforcement Learning for Optimization of COVID-19 Mitigation policies." arXiv preprint arXiv:2010.10560 (2020).

[4]Libin, Pieter, et al. "Deep reinforcement learning for large-scale epidemic control." arXiv preprint arXiv:2003.13676 (2020).

[5]张亚楠,龙华,邵玉斌,杜庆治,陈腾飞,宋肖肖.基于人际关系的传染病传播仿真模型研究[J/OL].计算机应用研究:1-8[2021-12-26].DOI:10.19734/j.issn.1001-3695.2021.09.0408.

[6]王春丽,李子艳,毛艳艳,黄瑶庆,彭浡.重大传染性疾病的流行病学回顾[J].中国抗生素杂志,2021,46(06):493-500.DOI:10.13461/j.cnki.cja.007135.