Search Results for author: Leila Hamdad

Found 2 papers, 2 papers with code

FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning

1 code implementation • 12 Nov 2023 • Sofiane Bouaziz, Hadjer Benmeziane, Youcef Imine, Leila Hamdad, Smail Niar, Hamza Ouarnoughi

In fall detection using the MobiAct dataset, FLASH-RL outperforms FedAVG by up to 2. 82% in model's performance and reduces latency by up to 34. 75%.

Federated Learning reinforcement-learning

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QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection

1 code implementation • International Work-Conference on Artificial Neural Networks 2019 • Souhila Sadeg, Leila Hamdad, Amine Riad Remache, Mehdi Nedjmeddine Karech, Karima Benatchba, Zineb Habbas

In this work, we propose a hybrid metaheuristic that integrates a reinforcement learning algorithm with Bee Swarm Optimization metaheuristic (BSO) for solving feature selection problem.

feature selection Multi-agent Reinforcement Learning +4

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Code

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