Epidemic Decision-making System Based Federated Reinforcement Learning

no code implementations • 3 Nov 2023 • Yangxi Zhou, Junping Du, Zhe Xue, Zhenhui Pan, Weikang Chen

This model can combine the epidemic situation data of various provinces for cooperative training to use as an enhanced learning model for epidemic situation decision, while protecting the privacy of data.

Decision Making Federated Learning +1

Dynamic Fair Federated Learning Based on Reinforcement Learning

no code implementations • 2 Nov 2023 • Weikang Chen, Junping Du, Yingxia Shao, Jia Wang, Yangxi Zhou

Federated learning enables a collaborative training and optimization of global models among a group of devices without sharing local data samples.

Fairness Federated Learning +1