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Réda Alami
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 23
Top Topics
Markov Decision Process
Weighted Graph
Reinforcement Learning
Temporal Difference
Top Venues
CoRR
ICML
IEEE Internet Things Mag.
MeditCom
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Publications
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Paul Mangold
,
Sergey Samsonov
,
Safwan Labbi
,
Ilya Levin
,
Réda Alami
,
Alexey Naumov
,
Eric Moulines
SCAFFLSA: Quantifying and Eliminating Heterogeneity Bias in Federated Linear Stochastic Approximation and Temporal Difference Learning.
CoRR
(2024)
Réda Alami
,
Hakim Hacid
,
Lorenzo Bellone
,
Michal Barcis
,
Enrico Natalizio
SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning.
AAAI
(2023)
Talal Algumaei
,
Ruben Solozabal
,
Réda Alami
,
Hakim Hacid
,
Mérouane Debbah
,
Martin Takác
Regularization of the policy updates for stabilizing Mean Field Games.
CoRR
(2023)
Mastane Achab
,
Réda Alami
,
Yasser Abdelaziz Dahou Djilali
,
Kirill Fedyanin
,
Eric Moulines
One-Step Distributional Reinforcement Learning.
CoRR
(2023)
Réda Alami
,
Mohammed Mahfoud
,
Mastane Achab
A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed Bandits.
ICDM (Workshops)
(2023)
Réda Alami
,
Mohammed Mahfoud
,
Eric Moulines
Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes.
CoRR
(2023)
Marwa Chafii
,
Salmane Naoumi
,
Réda Alami
,
Ebtesam Almazrouei
,
Mehdi Bennis
,
Mérouane Debbah
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
IEEE Internet Things Mag.
6 (4) (2023)
Fouzi Boukhalfa
,
Réda Alami
,
Mastane Achab
,
Eric Moulines
,
Mehdi Bennis
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.
CoRR
(2023)
Talal Algumaei
,
Ruben Solozabal
,
Réda Alami
,
Hakim Hacid
,
Mérouane Debbah
,
Martin Takác
Regularization of the Policy Updates for Stabilizing Mean Field Games.
PAKDD (2)
(2023)
Réda Alami
,
Mohammed Mahfoud
,
Eric Moulines
Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes.
CoLLAs
(2023)
Salmane Naoumi
,
Réda Alami
,
Hakim Hacid
,
Ebtesam Almazrouei
,
Mérouane Debbah
,
Mehdi Bennis
,
Marwa Chafii
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations.
MeditCom
(2023)
Marwa Chafii
,
Salmane Naoumi
,
Réda Alami
,
Ebtesam Almazrouei
,
Mehdi Bennis
,
Mérouane Debbah
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.
CoRR
(2023)
Réda Alami
,
Mohammed Mahfoud
,
Mastane Achab
A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed Bandits.
CoRR
(2023)
Réda Alami
Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments.
ACML
(2022)
Réda Alami
,
Odalric Maillard
,
Raphaël Féraud
Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay.
ICML
(2020)
Gonzague Henri
,
Tanguy Levent
,
Avishai Halev
,
Réda Alami
,
Philippe Cordier
pymgrid: An Open-Source Python Microgrid Simulator for Applied Artificial Intelligence Research.
CoRR
(2020)
Raphaël Féraud
,
Réda Alami
,
Romain Laroche
Decentralized Exploration in Multi-Armed Bandits.
ICML
(2019)
Hiba Dakdouk
,
Erika Tarazona
,
Réda Alami
,
Raphaël Féraud
,
Georgios Z. Papadopoulos
,
Patrick Maillé
Reinforcement Learning Techniques for Optimized Channel Hopping in IEEE 802.15.4-TSCH Networks.
MSWiM
(2018)
Raphaël Féraud
,
Réda Alami
,
Romain Laroche
Decentralized Exploration in Multi-Armed Bandits.
CoRR
(2018)
Raouf Kerkouche
,
Réda Alami
,
Raphaël Féraud
,
Nadège Varsier
,
Patrick Maillé
Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms.
ICT
(2018)
Wissam Siblini
,
Réda Alami
,
Frank Meyer
,
Pascale Kuntz
Supervised Feature Space Reduction for Multi-Label Nearest Neighbors.
IEA/AIE (1)
(2017)
Bastien Pasdeloup
,
Réda Alami
,
Vincent Gripon
,
Michael G. Rabbat
Toward an uncertainty principle for weighted graphs.
EUSIPCO
(2015)
Bastien Pasdeloup
,
Réda Alami
,
Vincent Gripon
,
Michael G. Rabbat
Toward An Uncertainty Principle For Weighted Graphs.
CoRR
(2015)