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Reda ALAMI
Reda ALAMI
Paris Saclay University
Verified email at orange.com
Title
Cited by
Cited by
Year
Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms
R Kerkouche, R Alami, R Féraud, N Varsier, P Maillé
2018 25th International Conference on Telecommunications (ICT), 521-526, 2018
482018
Reinforcement learning techniques for optimized channel hopping in IEEE 802.15. 4-TSCH networks
H Dakdouk, E Tarazona, R Alami, R Féraud, GZ Papadopoulos, P Maillé
Proceedings of the 21st ACM International Conference on Modeling, Analysis …, 2018
382018
Toward an uncertainty principle for weighted graphs
B Pasdeloup, R Alami, V Gripon, M Rabbat
2015 23rd European Signal Processing Conference (EUSIPCO), 1496-1500, 2015
342015
Decentralized exploration in multi-armed bandits
R Féraud, R Alami, R Laroche
International Conference on Machine Learning, 1901-1909, 2019
262019
Restarted Bayesian online change-point detector achieves optimal detection delay
R Alami, O Maillard, R Féraud
International conference on machine learning, 211-221, 2020
252020
Memory Bandits: A Bayesian approach for the Switching Bandit problem
R Alami, O Maillard, R Feraud
Advances in Neural Information Processing Systems (NIPS): Bayesian …, 2017
232017
pymgrid: An open-source python microgrid simulator for applied artificial intelligence research
G Henri, T Levent, A Halev, R Alami, P Cordier
arXiv preprint arXiv:2011.08004, 2020
152020
Uncertainty principle on graphs
B Pasdeloup, V Gripon, R Alami, MG Rabbat
Vertex-Frequency Analysis of Graph Signals, 317-340, 2019
152019
Memory Bandits: Towards the Switching Bandit Problem Best Resolution
R Alami, OA Maillard, R Féraud
MLSS 2018-Machine Learning Summer School, 2018
52018
Distributional deep Q-learning with CVaR regression
M Achab, R Alami, YAD Djilali, K Fedyanin, E Moulines, M Panov
Deep Reinforcement Learning Workshop NeurIPS 2022, 2022
32022
Supervised Feature Space Reduction for Multi-Label Nearest Neighbors
W Siblini, R Alami, F Meyer, P Kuntz
IEA/AIE 2017: 30th International Conference on Industrial Engineering and …, 2017
32017
Bayesian change-point detection for bandit feedback in non-stationary environments
R Alami
Asian Conference on Machine Learning, 17-31, 2023
22023
Ts-glr: an adaptive thompson sampling for the switching multi-armed bandit problem
R Alami, O Azizi
NeurIPS 2020 challenges of real world reinforcement learning workshop, 2020
22020
Toward An Uncertainty Principle For Weighted Graphs
P Bastien, A Réda, G Vincent, R Michael
Signal Processing Conference (EUSIPCO), 1511-1515, 2015
22015
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks
M Chafii, S Naoumi, R Alami, E Almazrouei, M Bennis, M Debbah
IEEE Internet of Things Magazine 6 (4), 18-24, 2023
12023
SOREO: a system for safe and autonomous drones fleet navigation with reinforcement learning
R Alami, H Hacid, L Bellone, M Barcis, E Natalizio
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16398 …, 2023
12023
One-Step Distributional Reinforcement Learning
M Achab, R Alami, YAD Djilali, K Fedyanin, E Moulines
arXiv preprint arXiv:2304.14421, 2023
12023
Graph Signal Processing: Towards The Diffused Spectral Clustering
R Alami
12019
Non-Stationary Thompson Sampling For Stochastic Bandits with Graph-Structured Feedback
R Alami
12019
Thompson Sampling for the non-Stationary Corrupt Multi-Armed Bandit
R Alami
The 14th European Workshop on Reinforcement Learning 14, 2018
12018
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