Search Results for author: Qiyuan Deng

Found 2 papers, 2 papers with code

XRoute Environment: A Novel Reinforcement Learning Environment for Routing

1 code implementation23 May 2023 Zhanwen Zhou, Hankz Hankui Zhuo, Xiaowu Zhang, Qiyuan Deng

The resulting environment is challenging, easy to use, customize and add additional scenarios, and it is available under a permissive open-source license.

reinforcement-learning

Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data

1 code implementation22 Nov 2022 Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng

Non-independent and identically distributed (non-IID) data is a key challenge in federated learning (FL), which usually hampers the optimization convergence and the performance of FL.

Data Augmentation Federated Learning

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