Réda Alami

According to our database, Réda Alami authored at least 24 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Maximizing the Potential of Synthetic Data: Insights from Random Matrix Theory.

Aymane El Firdoussi, Mohamed El Amine Seddik, Soufiane Hayou, Réda Alami, Ahmed Alzubaidi, Hakim Hacid

CoRR, 2024

Alignment with Preference Optimization Is All You Need for LLM Safety.

Réda Alami, Ali Khalifa Almansoori, Ahmed Alzubaidi, Mohamed El Amine Seddik, Mugariya Farooq, Hakim Hacid

CoRR, 2024

Falcon2-11B Technical Report.

Quentin Malartic, Nilabhra Roy Chowdhury, Ruxandra Cojocaru, Mugariya Farooq, Giulia Campesan, Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Ankit Singh, Maksim Velikanov, Basma El Amel Boussaha, Mohammed Al-Yafeai, Hamza Alobeidli, Leen Al Qadi, Mohamed El Amine Seddik, Kirill Fedyanin, Réda Alami, Hakim Hacid

CoRR, 2024

Investigating Regularization of Self-Play Language Models.

Réda Alami, Abdalgader Abubaker, Mastane Achab, Mohamed El Amine Seddik, Salem Lahlou

CoRR, 2024

SCAFFLSA: Quantifying and Eliminating Heterogeneity Bias in Federated Linear Stochastic Approximation and Temporal Difference Learning.

Paul Mangold, Sergey Samsonov, Safwan Labbi, Ilya Levin, Réda Alami, Alexey Naumov, Eric Moulines

CoRR, 2024

TANAGERS: Emergent Communication for UAVs as Flying Passive Radars.

Salmane Naoumi, Roberto Bomfin, Réda Alami, Marwa Chafii

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.

Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis, Thierry Lestable

Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023

Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks.

Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah

IEEE Internet Things Mag., December, 2023

One-Step Distributional Reinforcement Learning.

Mastane Achab, Réda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines

Trans. Mach. Learn. Res., 2023

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study.

Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis

CoRR, 2023

Regularization of the Policy Updates for Stabilizing Mean Field Games.

Talal Algumaei, Ruben Solozabal, Réda Alami, Hakim Hacid, Mérouane Debbah, Martin Takác

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations.

Salmane Naoumi, Réda Alami, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah, Mehdi Bennis, Marwa Chafii

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed Bandits.

Réda Alami, Mohammed Mahfoud, Mastane Achab

Proceedings of the IEEE International Conference on Data Mining, 2023

Restarted Bayesian Online Change-point Detection for Non-Stationary Markov Decision Processes.

Réda Alami, Mohammed Mahfoud, Eric Moulines

Proceedings of the Conference on Lifelong Learning Agents, 2023

SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning.

Réda Alami, Hakim Hacid, Lorenzo Bellone, Michal Barcis, Enrico Natalizio

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Bayesian Change-Point Detection for Bandit Feedback in Non-stationary Environments.

Réda Alami

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Bandits à Mémoire pour la prise de décision en environnement dynamique. Application à l'optimisation des réseaux de télécommunications. (Memory Bandits for decision making in dynamical environments. Application to network optimization).

Réda Alami

PhD thesis, 2021

2020

pymgrid: An Open-Source Python Microgrid Simulator for Applied Artificial Intelligence Research.

Gonzague Henri, Tanguy Levent, Avishai Halev, Réda Alami, Philippe Cordier

CoRR, 2020

Restarted Bayesian Online Change-point Detector achieves Optimal Detection Delay.

Réda Alami, Odalric Maillard, Raphaël Féraud

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Decentralized Exploration in Multi-Armed Bandits.

Raphaël Féraud, Réda Alami, Romain Laroche

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Reinforcement Learning Techniques for Optimized Channel Hopping in IEEE 802.15.4-TSCH Networks.

Hiba Dakdouk, Erika Tarazona, Réda Alami, Raphaël Féraud, Georgios Z. Papadopoulos, Patrick Maillé

Proceedings of the 21st ACM International Conference on Modeling, 2018

Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms.

Raouf Kerkouche, Réda Alami, Raphaël Féraud, Nadège Varsier, Patrick Maillé

Proceedings of the 25th International Conference on Telecommunications, 2018

2017

Supervised Feature Space Reduction for Multi-Label Nearest Neighbors.

Wissam Siblini, Réda Alami, Frank Meyer, Pascale Kuntz

Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017

2015

Toward an uncertainty principle for weighted graphs.

Bastien Pasdeloup, Réda Alami, Vincent Gripon, Michael G. Rabbat

Proceedings of the 23rd European Signal Processing Conference, 2015