Search Results for author: Wenqi Zhou

Found 2 papers, 1 papers with code

Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making

1 code implementation7 Feb 2024 Yuan Tian, Wenqi Zhou, Hao Dong, David S. Kammer, Olga Fink

Our results demonstrate that Sym-Q excels not only in recovering underlying mathematical structures but also uniquely learns to efficiently refine the output expression based on reward signals, thereby discovering underlying expressions.

Decision Making regression +1

Battery-constrained Federated Edge Learning in UAV-enabled IoT for B5G/6G Networks

no code implementations29 Jan 2021 Shunpu Tang, Wenqi Zhou, Lunyuan Chen, Lijia Lai, Junjuan Xia, Liseng Fan

In this paper, we study how to optimize the federated edge learning (FEEL) in UAV-enabled Internet of things (IoT) for B5G/6G networks, from a deep reinforcement learning (DRL) approach.

Federated Learning Networking and Internet Architecture

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