UCBFed: Using Reinforcement Learning Method to Tackle the Federated Optimization Problem

Wanqi Chen, Xin Zhou. UCBFed: Using Reinforcement Learning Method to Tackle the Federated Optimization Problem. In Miguel Matos, FabĂ­ola Greve, editors, Distributed Applications and Interoperable Systems - 21st IFIP WG 6.1 International Conference, DAIS 2021, Held as Part of the 16th International Federated Conference on Distributed Computing Techniques, DisCoTec 2021, Valletta, Malta, June 14-18, 2021, Proceedings. Volume 12718 of Lecture Notes in Computer Science, pages 99-105, Springer, 2021. [doi]

Abstract

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