Search Results for author: Zifan Zhang

Found 3 papers, 0 papers with code

Mapping Wireless Networks into Digital Reality through Joint Vertical and Horizontal Learning

no code implementations22 Apr 2024 Zifan Zhang, Mingzhe Chen, Zhaohui Yang, Yuchen Liu

In recent years, the complexity of 5G and beyond wireless networks has escalated, prompting a need for innovative frameworks to facilitate flexible management and efficient deployment.

Decision Making

Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction

no code implementations22 Apr 2024 Zifan Zhang, Minghong Fang, Jiayuan Huang, Yuchen Liu

Federated Learning (FL) offers a distributed framework to train a global control model across multiple base stations without compromising the privacy of their local network data.

Autonomous Vehicles Federated Learning +2

Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update

no code implementations23 Mar 2024 FNU Hairi, Zifan Zhang, Jia Liu

This leads to an interesting open question: Can the local TD-update approach entail low sample and communication complexities?

Multi-agent Reinforcement Learning

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