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FedHetero: improving federated learning on heterogeneous data distribution through deep reinforcement learning.

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Title: FedHetero: improving federated learning on heterogeneous data distribution through deep reinforcement learning.
Authors: Sun, Shuo1, shuosun@buaa.edu.cn, Wang, Jiecong1, jcwang@buaa.edu.cn, Chen, Jie2, jiechenyn@163.com, Tang, Xianghong3, xhtang@gzu.edu.cn, Fang, Yulong4, yvloong@163.com, Wang, Shuhai5, wsh36302@126.com, Zheng, Jianwu5, zhengjw@sjzri.edu.cn, Huang, Yongjian6, huangyongjian@hbisco.com, Wang, Jianfeng7, wangjianfeng@jei.com.cn, Tsai, Wei-Tek8, tsai7@yahoo.com, Liu, Lin8, liulin2018@buaa.edu.cn, Liu, Xin8, liuxin25@buaa.edu.cn, Liu, Mingsheng9, liums601001@sina.com
Source: International Journal of Machine Learning & Cybernetics; Jul2026, Vol. 17 Issue 7, p1-20, 20p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194650412
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: FedHetero: improving federated learning on heterogeneous data distribution through deep reinforcement learning.
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  Data: <searchLink fieldCode="AU" term="%22Sun%2C+Shuo%22">Sun, Shuo</searchLink><relatesTo>1</relatesTo>, <i>shuosun@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Jiecong%22">Wang, Jiecong</searchLink><relatesTo>1</relatesTo>, <i>jcwang@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Chen%2C+Jie%22">Chen, Jie</searchLink><relatesTo>2</relatesTo>, <i>jiechenyn@163.com</i><br /><searchLink fieldCode="AU" term="%22Tang%2C+Xianghong%22">Tang, Xianghong</searchLink><relatesTo>3</relatesTo>, <i>xhtang@gzu.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Fang%2C+Yulong%22">Fang, Yulong</searchLink><relatesTo>4</relatesTo>, <i>yvloong@163.com</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Shuhai%22">Wang, Shuhai</searchLink><relatesTo>5</relatesTo>, <i>wsh36302@126.com</i><br /><searchLink fieldCode="AU" term="%22Zheng%2C+Jianwu%22">Zheng, Jianwu</searchLink><relatesTo>5</relatesTo>, <i>zhengjw@sjzri.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Huang%2C+Yongjian%22">Huang, Yongjian</searchLink><relatesTo>6</relatesTo>, <i>huangyongjian@hbisco.com</i><br /><searchLink fieldCode="AU" term="%22Wang%2C+Jianfeng%22">Wang, Jianfeng</searchLink><relatesTo>7</relatesTo>, <i>wangjianfeng@jei.com.cn</i><br /><searchLink fieldCode="AU" term="%22Tsai%2C+Wei-Tek%22">Tsai, Wei-Tek</searchLink><relatesTo>8</relatesTo>, <i>tsai7@yahoo.com</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Lin%22">Liu, Lin</searchLink><relatesTo>8</relatesTo>, <i>liulin2018@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Xin%22">Liu, Xin</searchLink><relatesTo>8</relatesTo>, <i>liuxin25@buaa.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Liu%2C+Mingsheng%22">Liu, Mingsheng</searchLink><relatesTo>9</relatesTo>, <i>liums601001@sina.com</i>
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Machine+Learning+%26+Cybernetics%22">International Journal of Machine Learning & Cybernetics</searchLink>; Jul2026, Vol. 17 Issue 7, p1-20, 20p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=194650412
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      – Type: doi
        Value: 10.1007/s13042-026-03160-y
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      – Code: eng
        Text: English
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        PageCount: 20
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      – TitleFull: FedHetero: improving federated learning on heterogeneous data distribution through deep reinforcement learning.
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            NameFull: Sun, Shuo
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            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
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